Pith. sign in

Paper Citation Record · LEDGER

Human-Centered Explainability in Interactive Information Systems: A Survey

As of 17 August 2026, this Paper Citation Record lists 100 of 179 outbound references and 1 inbound Pith citation observation for arXiv:2507.02300.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.02300 v1

Coverage vector

measured 100 of 179 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:37:14.698059Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T18:55:51.212881Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-16T18:58:18.964676Z

Reference resolution

100 of 179 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved96
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ed2b3ec-049e-4fa6-9842-ba84666378e7 · outbound

This paper cites Explainable recommendation: A survey and new perspec- tives.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable recommendation: A survey and new perspec- tives

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:06.756931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:06.756931Z digest=sha256:275b0a523ee0afca1b738b1aaf03d6ed34396b9f3c97e6e7720e707b32809e18

Observation df70944e-5976-4b9b-886f-29619fb0a37c · outbound

This paper cites Explaining decision-making algorithms through ui: Strategies to help non-expert stakeholders.

Human-Centered Explainability in Interactive Information Systems: A Survey Explaining decision-making algorithms through ui: Strategies to help non-expert stakeholders

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:06.839453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:06.839453Z digest=sha256:8657292248bb3afeadab5d5d5c31e960177c0af04c18ca7782f5e45cf80596e5

Observation 7c2321a5-5ae2-47a3-8793-ed6db33bd5d8 · outbound

This paper cites Explainable product search with a dynamic relation embedding model.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable product search with a dynamic relation embedding model

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:06.900621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:06.900621Z digest=sha256:e509b5caeecac4881be5793b98ab6692f1136bd3e4e699a40d4d57c2f19510eb

Observation 2562923d-6e83-4286-8fcc-65fb631b33a2 · outbound

This paper cites An unsupervised aspect-aware recommendation model with explanation text generation.

Human-Centered Explainability in Interactive Information Systems: A Survey An unsupervised aspect-aware recommendation model with explanation text generation

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:06.978999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:06.978999Z digest=sha256:b2e413a19e88d698d7879cce2873b3b3f37378d966bbcefd85fe8db2e13ac89b

Observation 8964b34c-b622-47d5-b501-d7b09adb3fe6 · outbound

This paper cites an unresolved cited work.

Human-Centered Explainability in Interactive Information Systems: A Survey Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.094464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.094464Z digest=sha256:60932b15a758a9fb44b0ba834e6f85cb5418e136f68d87351be66e775a672323

Observation e6e4d956-2dde-4c17-bfa9-51431d6dda52 · outbound

This paper cites A reusable model-agnostic framework for faithfully explainable recommendation and system scrutability.

Human-Centered Explainability in Interactive Information Systems: A Survey A reusable model-agnostic framework for faithfully explainable recommendation and system scrutability

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.174753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.174753Z digest=sha256:9b3baeb83395d8834928401081c6ff798472f2d2213a9925dd8ebbe599680eee

Observation fa793f5b-87f8-4d8f-a886-dff36574e830 · outbound

This paper cites Personalized prompt learning for explainable recom- mendation.

Human-Centered Explainability in Interactive Information Systems: A Survey Personalized prompt learning for explainable recom- mendation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.245257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.245257Z digest=sha256:1544f99d4f783955a524d3ae403c9885db1e270254e6b72fb87cecd639b69835

Observation d3723388-9020-4647-b74a-70d0cb259a1a · outbound

This paper cites Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.306402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.306402Z digest=sha256:5378b63954b83d952b0cc4ce26f053eea7d27eae622e1bc883ac85a699f26696

Observation 93bff8f2-9ca1-4499-b61f-316e2a94b980 · outbound

This paper cites Causabil- ity and explainability of artificial intelligence in medicine.

Human-Centered Explainability in Interactive Information Systems: A Survey Causabil- ity and explainability of artificial intelligence in medicine

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.351140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.351140Z digest=sha256:f80f3c307279d91997656a07cbb50aba24fc0ff97d60b071dbb02290cd639655

Observation 40f47f43-71b3-4187-be85-64bfa35b3106 · outbound

This paper cites A comprehensive review on financial explainable ai.

Human-Centered Explainability in Interactive Information Systems: A Survey A comprehensive review on financial explainable ai

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.401526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.401526Z digest=sha256:06df7f58fbafaa19c14213933ad9caa0a0f18a64b63512dc6c60556bd1d88d5d

Observation 6b335e44-a9f0-48f6-bf4c-2d65e8130bf5 · outbound

This paper cites Personalized reason generation for explainable song recommendation.

Human-Centered Explainability in Interactive Information Systems: A Survey Personalized reason generation for explainable song recommendation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.455232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.455232Z digest=sha256:bd5a2fe66c24bb5e4fb64cbb4e7f3bba98e2dc41c58b92a735e464982a628919

Observation e3fbf8b9-5aec-4903-ae63-de9b984e18c2 · outbound

This paper cites Explainable movie recommendation systems by using story- based similarity.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable movie recommendation systems by using story- based similarity

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.512084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.512084Z digest=sha256:964803910fff4be94b29b697fed2662d1ebd81cc9f9f87a7fb053472ba44be89

Observation 6e617ff9-3998-4a0c-9408-dca02c722e56 · outbound

This paper cites Personalized and explainable employee training course recommendations: A bayesian variational approach.

Human-Centered Explainability in Interactive Information Systems: A Survey Personalized and explainable employee training course recommendations: A bayesian variational approach

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.568338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.568338Z digest=sha256:21b381bfc109f428da5fca705f376e14242e3e5dfda000d59bb7bdbfe5a2e38e

Observation d28fc264-f203-41a4-a2cc-1390bf706252 · outbound

This paper cites A survey on the explainability of supervised machine learning.

Human-Centered Explainability in Interactive Information Systems: A Survey A survey on the explainability of supervised machine learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.620323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.620323Z digest=sha256:ad4bd83619b8d9e358191195b303d053956e3db1afafbe4783ea4c712feedc6f

Observation f0ff085a-44e0-4e3d-a8e6-0b1875b9e367 · outbound

This paper cites Trustworthy ai: A computational perspective.

Human-Centered Explainability in Interactive Information Systems: A Survey Trustworthy ai: A computational perspective

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.677938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.677938Z digest=sha256:2628fdfe0546f801209824d5f6d8e5432afaff887bcc73a94fcf397cf5f9372e

Observation 6b0cb638-a7b8-4eb5-a9e0-4eb1cae97e39 · outbound

This paper cites How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation.

Human-Centered Explainability in Interactive Information Systems: A Survey How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.738031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.738031Z digest=sha256:b85368626838fcf4acce4afb022069c32e6b5d084bc4462fd877ab8b79b9fac8

Observation cd62b643-94fd-4129-8612-8347e2ba69b1 · outbound

This paper cites Explanation in artificial intelligence: Insights from the social sciences.

Human-Centered Explainability in Interactive Information Systems: A Survey Explanation in artificial intelligence: Insights from the social sciences

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.786898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.786898Z digest=sha256:7d8bf54a8f52030a0ebc479b7a30384051f4675932a94aa4a05163e94b5b8562

Observation 46a4fa31-9150-42ef-9731-bca65e82f8ca · outbound

This paper cites Human-Centered Explainable AI (XAI): From Algorithms to User Experiences.

Human-Centered Explainability in Interactive Information Systems: A Survey Human-Centered Explainable AI (XAI): From Algorithms to User Experiences

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.845799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.845799Z digest=sha256:b65ca6b93dcea468d9505b350482910d7063a1c8a902412234539697d8bffd7a

Observation a6d92dce-85d4-4791-8801-33aa642d5673 · outbound

This paper cites Towards Better User Requirements: How to Involve Human Participants in XAI Research.

Human-Centered Explainability in Interactive Information Systems: A Survey Towards Better User Requirements: How to Involve Human Participants in XAI Research

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:37:23.119606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:37:07.911984Z digest=sha256:fe2cbc6eeb0be560b32ff7f92ce06c3630c1d7f82a2cb610809edd618301fbcf

Observation a6ddca23-f1a6-40d0-8d02-7d46e51e641c · outbound

This paper cites The Who in XAI: How AI Background Shapes Perceptions of AI Explanations.

Human-Centered Explainability in Interactive Information Systems: A Survey The Who in XAI: How AI Background Shapes Perceptions of AI Explanations

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:07.960606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:07.960606Z digest=sha256:a3ea85d74f6fbd42223ff99ec7f91dc13775a7c2a2a6f04cf63437eed11f0632

Observation 67127377-a9b6-4b1f-a35e-3c6360f27471 · outbound

This paper cites No explainability without accountability: An empirical study of explanations and feedback in interactive ml.

Human-Centered Explainability in Interactive Information Systems: A Survey No explainability without accountability: An empirical study of explanations and feedback in interactive ml

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.026173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.026173Z digest=sha256:f3b352f55dc14d9dc6e708a8974e6f33bc72230d8bfe7374d94270653fcb71de

Observation 8e6510e3-5bd3-42e4-b80a-67786849686a · outbound

This paper cites Interactivity x explainability: Toward understanding how interac- tivity can improve computer vision explanations.

Human-Centered Explainability in Interactive Information Systems: A Survey Interactivity x explainability: Toward understanding how interac- tivity can improve computer vision explanations

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.078906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.078906Z digest=sha256:599a1769fcf75d31b8fb40f1a4381575cb19fc1f5fc2023cd22162e4fa4ce1f2

Observation abd40356-3b80-4f02-9cd2-845aee1c3984 · outbound

This paper cites How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey.

Human-Centered Explainability in Interactive Information Systems: A Survey How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.124595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.124595Z digest=sha256:e3c366e79ac94610b0c5b1176f2f440b48a0be0b0dd8afa2c685d3c453d11791

Observation e5a1ab13-e972-474a-b147-0f75b6accb30 · outbound

This paper cites an unresolved cited work.

Human-Centered Explainability in Interactive Information Systems: A Survey Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.185087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.185087Z digest=sha256:a07bd528a9c696e89f6e1ac503e2a0f3fd6d48bc8d5e8c071332a5649282a775

Observation 2f0f7486-99ec-4035-9b19-cadbbe554458 · outbound

This paper cites Page, Joanne E.

Human-Centered Explainability in Interactive Information Systems: A Survey Page, Joanne E

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.230469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.230469Z digest=sha256:1e0eee1f0117e7faf5aa0a64ca5ebe49f4bada2b10b36282e9aa5c894c686061

Observation 1644da6c-2a74-4d96-88b0-28e3d8fd9ac7 · outbound

This paper cites Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.300690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.300690Z digest=sha256:fe559a0afcb581efe80e7bd5d725f3583321bbb62385349e54fb564721b04ba1

Observation 14b7a003-f719-4d22-9ea2-99494621da46 · outbound

This paper cites Notions of explainability and evaluation approaches for explainable artificial intelligence.

Human-Centered Explainability in Interactive Information Systems: A Survey Notions of explainability and evaluation approaches for explainable artificial intelligence

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.344712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.344712Z digest=sha256:2dba2092752d28791418a762a4d3c3c3214063a6503bb63956522d8c8e898cde

Observation 6e78fe6c-6331-42af-b147-7d67109354e2 · outbound

This paper cites an unresolved cited work.

Human-Centered Explainability in Interactive Information Systems: A Survey Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.393630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.393630Z digest=sha256:d69f72e90979b2934ee224d13920fde666ed851c6faefff399e20409543bde00

Observation c0fb07dc-2ed5-46c0-b988-8bddaa848516 · outbound

This paper cites Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M.

Human-Centered Explainability in Interactive Information Systems: A Survey Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.454694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.454694Z digest=sha256:cb98b1930a7f3e1a346a90a694d898975dafd39d83417aab1c0f072a95652602

Observation 6655556e-a6c0-4e63-8622-a7a6c9064b51 · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Human-Centered Explainability in Interactive Information Systems: A Survey A Unified Approach to Interpreting Model Predictions

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.518712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.518712Z digest=sha256:fbc7a205868f0c30d974768b5fd526da28a85c8d379f28b08b58a24d730b73fb

Observation 43e1adaa-a814-4ff6-8dee-7c076ad94dff · outbound

This paper cites why?” informs “what?.

Human-Centered Explainability in Interactive Information Systems: A Survey why?” informs “what?

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.586621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.586621Z digest=sha256:f7773e4e3a2515773b699fceac29a4fda40edb15ce278fdc20ea92035bfa96fc

Observation 2f062b44-6613-4bfb-93e1-8baf11dbb30f · outbound

This paper cites Why Should I Trust You?.

Human-Centered Explainability in Interactive Information Systems: A Survey Why Should I Trust You?

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.640149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.640149Z digest=sha256:4a30b51eae4584386c44b597788c7536c5d729dbbc171c738c27d88264be66ed

Observation f3916938-28ce-4693-87b0-8679a6d5dfd7 · outbound

This paper cites PervasiveCrystal: Asking and Answering Why and Why Not Questions about Pervasive Computing Applications.

Human-Centered Explainability in Interactive Information Systems: A Survey PervasiveCrystal: Asking and Answering Why and Why Not Questions about Pervasive Computing Applications

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.703756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.703756Z digest=sha256:f9519b26cf01f36057c3522e5f8083a930053dd20315457c5502bd8219458a08

Observation 68cccd9a-8201-48ca-bdfa-139f35a743b3 · outbound

This paper cites an unresolved cited work.

Human-Centered Explainability in Interactive Information Systems: A Survey Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.761990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.761990Z digest=sha256:4527d6bce1c52dbdf3b373949bf3fb36928a0b976c204beff55ebcd34f67f881

Observation 208c98e0-93f9-4b42-97e4-aae34bc436fe · outbound

This paper cites Lim, Anind K.

Human-Centered Explainability in Interactive Information Systems: A Survey Lim, Anind K

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.828680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.828680Z digest=sha256:9b9fbe1e64439054ee60fec54f20f42ab12e87abc032df544b06998a1be553e4

Observation 64708195-83f2-42b4-ac6a-140adc25ef2e · outbound

This paper cites Cai, Emily Reif, Narayan Hegde, Jason Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda Viegas, Greg S.

Human-Centered Explainability in Interactive Information Systems: A Survey Cai, Emily Reif, Narayan Hegde, Jason Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda Viegas, Greg S

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.886804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.886804Z digest=sha256:387efc405e257813935f83bb035f5294b68d479019db489511a18d0bda29600b

Observation 43f4fe6e-ea96-461a-94f6-3fa1c5dbfc3f · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Human-Centered Explainability in Interactive Information Systems: A Survey Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:08.975071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:08.975071Z digest=sha256:89c6a97796754d19064ab5dca9367734d579ad1ed4dc210c6871a2c7ad55a6c2

Observation b21dec84-bcf2-429c-a285-a2bfcabbf504 · outbound

This paper cites Bach, and Jure Leskovec.

Human-Centered Explainability in Interactive Information Systems: A Survey Bach, and Jure Leskovec

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.081256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.081256Z digest=sha256:76b83cbf3ee5aa5565e628f6af8601a1da6e1d5642bda297a22be4ef65372c3c

Observation 0e7dfb6b-c750-4fc3-8a85-6024c16d9b9b · outbound

This paper cites Myers, David A.

Human-Centered Explainability in Interactive Information Systems: A Survey Myers, David A

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.163840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.163840Z digest=sha256:d416718545ff6db6843fd907b2cd4393b3b5a9549b8ed3eea1c9b3f67c487b2e

Observation b266849a-bcc9-4122-9843-a53da3ac5854 · outbound

This paper cites Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers.

Human-Centered Explainability in Interactive Information Systems: A Survey Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.233555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.233555Z digest=sha256:93d757d4cf429ee47800d093881fbe84c936661467d45e978304d9bb2065fbf4

Observation 7cf6cdd4-ee43-446e-8e78-e964ffed0c26 · outbound

This paper cites Towards a terminology for a fully contextualized XAI.

Human-Centered Explainability in Interactive Information Systems: A Survey Towards a terminology for a fully contextualized XAI

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.365021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.365021Z digest=sha256:a5992abccb729102058b20d1e4dac750e519af6be9fedb7627c2f552ea6af036

Observation 8fc5c8d5-fd49-4219-a31d-39707b194a5c · outbound

This paper cites an unresolved cited work.

Human-Centered Explainability in Interactive Information Systems: A Survey Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.462394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.462394Z digest=sha256:0beffdf9634db1cedff8cf3334892c10ade964ecbb8ef1da1f607e2c8be78c91

Observation 0def11bb-37e1-4462-99a5-a181c00f8f64 · outbound

This paper cites A Survey of Methods for Explaining Black Box Models.

Human-Centered Explainability in Interactive Information Systems: A Survey A Survey of Methods for Explaining Black Box Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.613678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.613678Z digest=sha256:ef36c8530b9758bbf923d4f0c5072febf9213b7360f5ba10405acdbcc9f70c49

Observation a2955ae9-a6de-45db-bb2d-40accb445c12 · outbound

This paper cites Gaebler, Hamed Nilforoshan, Ravi Shroff, and Sharad Goel.

Human-Centered Explainability in Interactive Information Systems: A Survey Gaebler, Hamed Nilforoshan, Ravi Shroff, and Sharad Goel

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.688755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.688755Z digest=sha256:7816331c7ec6c307debbd97664301d9c928cd33d3bc7887d5ea938c7a725cb73

Observation 93994973-88b0-488e-b518-b4551e2d616a · outbound

This paper cites Decoy effect in search interaction: Understanding user behavior and measuring system vulnerability.

Human-Centered Explainability in Interactive Information Systems: A Survey Decoy effect in search interaction: Understanding user behavior and measuring system vulnerability

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.771815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.771815Z digest=sha256:50d3cd5b9f042a308f670e2e206e487ab7f9032ec181c1f7ef0ce455e6958e1e

Observation 0771f94f-0dc4-49b7-8ac1-a11debbd9d55 · outbound

This paper cites Toward a two-sided fairness framework in search and recommendation.

Human-Centered Explainability in Interactive Information Systems: A Survey Toward a two-sided fairness framework in search and recommendation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:09.898965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:09.898965Z digest=sha256:a989f0628861b72c7b216a5400d4b2eb9babce2e2267b2103e9969a7f8795ada

Observation 951d4590-9e93-4ea3-ad8b-220e9cdb246c · outbound

This paper cites Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach.

Human-Centered Explainability in Interactive Information Systems: A Survey Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:37:22.889270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:37:10.022273Z digest=sha256:9320c783df98a43bb4790702b3153cc268e9de49bc82b7b5c7f4764bebd3735c

Observation 16b723ee-dde4-44c9-a0e0-87f14b60d4d1 · outbound

This paper cites A survey on trustworthy recommender systems.

Human-Centered Explainability in Interactive Information Systems: A Survey A survey on trustworthy recommender systems

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.170903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.170903Z digest=sha256:f0adce98f55701cf6f32cdcfa9d9001e6da1ff01b3ea31722cd56b84e34fd769

Observation 24449b78-1680-4f7c-903b-9dc291d45df7 · outbound

This paper cites let me explain!.

Human-Centered Explainability in Interactive Information Systems: A Survey let me explain!

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.329096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.329096Z digest=sha256:f5b3527ab081007943d8124880adc2acbcf3958960371209c0355dd81bfcb2c1

Observation 34327115-0573-4b20-992f-5500b6a6bb5f · outbound

This paper cites Eagan, and Winston Maxwell.

Human-Centered Explainability in Interactive Information Systems: A Survey Eagan, and Winston Maxwell

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.483699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.483699Z digest=sha256:a4647c98c70fd2d340e93378c824fc52d1d81aa35aa31051b4288decb1322906

Observation d4d0a432-a6bd-49c5-8207-f677cd141a7d · outbound

This paper cites Interaction Design: Beyond Human- Computer Interaction.

Human-Centered Explainability in Interactive Information Systems: A Survey Interaction Design: Beyond Human- Computer Interaction

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.559848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.559848Z digest=sha256:d0853e2bd7e3d0acc1f1544b0df1f35aefee0f277fe4687aa252579f024f9f1d

Observation 5c72bb3a-146c-4e35-8866-0eb98210a039 · outbound

This paper cites explainer: A visual analytics framework for interactive and explainable machine learning.

Human-Centered Explainability in Interactive Information Systems: A Survey explainer: A visual analytics framework for interactive and explainable machine learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.650281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.650281Z digest=sha256:7f4e1b9365ec2f92abd4c560499bcd90a7ddeb7a2ee29abafc36f024bec58d77

Observation f10dbbcf-2250-4715-9c27-26897b79d58c · outbound

This paper cites Human-xai interaction: a review and design principles for explanation user interfaces.

Human-Centered Explainability in Interactive Information Systems: A Survey Human-xai interaction: a review and design principles for explanation user interfaces

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.735189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.735189Z digest=sha256:e624af41e1e343d5187e463bd3acb4a4381aea05fedc13a151bc8541b7270981

Observation a2822eba-3ff0-4cf9-9559-ecd7c6fe596b · outbound

This paper cites One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.

Human-Centered Explainability in Interactive Information Systems: A Survey One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.839190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.839190Z digest=sha256:947c54365201bf0479f57c95f9dd36760ebc925d65364444d788b815d2f55079

Observation 2c5b389d-1069-42fe-83ea-e46e6e119710 · outbound

This paper cites Metrics for Explainable AI: Challenges and Prospects.

Human-Centered Explainability in Interactive Information Systems: A Survey Metrics for Explainable AI: Challenges and Prospects

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:10.931621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:10.931621Z digest=sha256:7dda4a4902d21a15c889057856e71c08d905b8c65836f17a40459366a1aedd9d

Observation b8ee7622-571e-4661-bfb3-5a956fe0ac25 · outbound

This paper cites A Meta Survey of Quality Evaluation Criteria in Explanation Methods.

Human-Centered Explainability in Interactive Information Systems: A Survey A Meta Survey of Quality Evaluation Criteria in Explanation Methods

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.024958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.024958Z digest=sha256:2525c71f4d2ef9ccdce5f9f1e796336af3ff3493bb4431e2ce9aec2518f1b2ae

Observation e142a6b4-64d0-45cf-ad67-8f1090195c03 · outbound

This paper cites A systematic review and taxonomy of explanations in decision support and recommender systems.

Human-Centered Explainability in Interactive Information Systems: A Survey A systematic review and taxonomy of explanations in decision support and recommender systems

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.116017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.116017Z digest=sha256:a05373edbe0f411ca8724e935b2ebbb50e5f8e47b0237c01aba80fc88348fe1e

Observation 8f72f21d-edf8-488f-af7f-52ecb00a92ea · outbound

This paper cites Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations.

Human-Centered Explainability in Interactive Information Systems: A Survey Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:37:22.750859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:37:11.209476Z digest=sha256:33169e7242e761e9c10406b9ff1dc26b7dce88caa28677781f4321d3126858ed

Observation 13a6fb9c-d0d9-46bf-932f-2c23bc7b648e · outbound

This paper cites Moreno-Sánchez.

Human-Centered Explainability in Interactive Information Systems: A Survey Moreno-Sánchez

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.310577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.310577Z digest=sha256:5d578ab259d33882c5595049d1363fb9ee01c474df31c15d6e4dd1d75da1b05e

Observation 08f5f80c-572e-441e-915d-ef9dc9dcf511 · outbound

This paper cites Interpretability of machine learning models and repre- sentations: an introduction.

Human-Centered Explainability in Interactive Information Systems: A Survey Interpretability of machine learning models and repre- sentations: an introduction

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.391958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.391958Z digest=sha256:94060c89e88868f34fe528697c33cdfdeb1eb5f1193073471efd65b1a7b11fd7

Observation 2a8cfe24-8fbf-4ccf-acc4-e8db9fee3e26 · outbound

This paper cites Considerations for evaluation and generalization in interpretable machine learning.

Human-Centered Explainability in Interactive Information Systems: A Survey Considerations for evaluation and generalization in interpretable machine learning

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.486330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.486330Z digest=sha256:2954958ff7dd57a9580c6cdaf6d71c5565b446018dfe40eec71255f157984a13

Observation 6c9db34e-f498-4d2c-acd4-608bddcf6521 · outbound

This paper cites From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable ai.

Human-Centered Explainability in Interactive Information Systems: A Survey From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable ai

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.570725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.570725Z digest=sha256:a6a5056694b3a98bec94098f99eb8b8f63addfe463ddf8db3d538e4f6d2bf7cb

Observation a07731d1-a383-430c-aee0-d8620961a11d · outbound

This paper cites Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.646198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.646198Z digest=sha256:ad9ecbfdf671d041f2eaa49ef5dc7dbe1fe64bdfe7b61f363a58645eeef110af

Observation 382a52e1-9a6b-4823-b43e-74a8b3bf7767 · outbound

This paper cites A general framework for personalising post hoc explanations through user knowledge integration.

Human-Centered Explainability in Interactive Information Systems: A Survey A general framework for personalising post hoc explanations through user knowledge integration

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.738543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.738543Z digest=sha256:462208db2ed0b1f2e68144f0958732cefeff79333c9672f8702b069d704d83b1

Observation 8cc5fae9-0b8a-4db9-a314-e63bdfadd21a · outbound

This paper cites Explainable robotics in human-robot interactions.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable robotics in human-robot interactions

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.848868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.848868Z digest=sha256:6c51bd9b9ff57c67af7b2b464a6fc789f21cd7c8147ce4cea3bda41e7fe1741d

Observation 3e7edb8b-5f5a-4574-86fc-197ef6413756 · outbound

This paper cites Explainable deep reinforcement learning for uav autonomous path planning.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable deep reinforcement learning for uav autonomous path planning

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:11.972360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:11.972360Z digest=sha256:f9f8ad916409f76b44408402c20f883c256128a64cb7a5888572db3883bef43f

Observation 67aa34ec-5ff6-44c7-aeb1-522421ecf278 · outbound

This paper cites Sand-in-the-loop: Investigating embodied co-creation for shared understandings of generative ai.

Human-Centered Explainability in Interactive Information Systems: A Survey Sand-in-the-loop: Investigating embodied co-creation for shared understandings of generative ai

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.100639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.100639Z digest=sha256:511de8b64b8aa3fbfbb46531b51da8c7240563e6493230511b78be524286e29e

Observation f55466ee-6963-43c5-8b82-a4ac6327e59c · outbound

This paper cites Mixed methods and survey research in family medicine and community health.

Human-Centered Explainability in Interactive Information Systems: A Survey Mixed methods and survey research in family medicine and community health

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.171712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.171712Z digest=sha256:bf3acd93c3d8264a434f5148d9e9377fe51debf6d0055788804554c0754db203

Observation b7e8c656-9af7-4624-aa51-f8da5205c4a1 · outbound

This paper cites Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies.

Human-Centered Explainability in Interactive Information Systems: A Survey Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.251966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.251966Z digest=sha256:026f18eb6f4db95a4f718a09a9f177010e217ccedf0bb57267a5c2b1eff77844

Observation 5f4b3bee-f436-4e05-b4f8-996d0309a377 · outbound

This paper cites and Subhashini R.

Human-Centered Explainability in Interactive Information Systems: A Survey and Subhashini R

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.327808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.327808Z digest=sha256:f147f63e5020fccf84dda10a3fead85ba3d2bae20914b240516a749d9acbf986

Observation 1913de6b-0f38-470e-b191-3046e8cc5243 · outbound

This paper cites Evaluating Visual Explanations for Similarity-Based Recommendations: User Perception and Performance.

Human-Centered Explainability in Interactive Information Systems: A Survey Evaluating Visual Explanations for Similarity-Based Recommendations: User Perception and Performance

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.423148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.423148Z digest=sha256:674a9d9bd8948cdf295fce7824290a1373caf7afbf54aed31e61002487b4e425

Observation a57b7a1c-add6-4d8c-8fa2-f25f18f731ea · outbound

This paper cites Ex- plainable Distributed Case-Based Support Systems: Patterns for Enhancement and Validation of Design Recommendations.

Human-Centered Explainability in Interactive Information Systems: A Survey Ex- plainable Distributed Case-Based Support Systems: Patterns for Enhancement and Validation of Design Recommendations

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.549745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.549745Z digest=sha256:adcbedd2d6ffd7076fec949cd35636b934c8fab3f563c391fb22b8ba81eb37db

Observation b3300270-7d99-4718-9de4-a837f9134217 · outbound

This paper cites Toward personalized XAI: A case study in intelligent tutoring systems.

Human-Centered Explainability in Interactive Information Systems: A Survey Toward personalized XAI: A case study in intelligent tutoring systems

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.640155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.640155Z digest=sha256:5e8d00bf2f7cc9d4705a3140916f8585a5b9e7c02a3079ab94f0ca1ddd668336

Observation a3ad7edb-d148-4958-899d-6546d2243b91 · outbound

This paper cites The emergence of explain- ability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency.

Human-Centered Explainability in Interactive Information Systems: A Survey The emergence of explain- ability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.758767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.758767Z digest=sha256:9831b14a391f72d1cff11e3db3e3b960f45da91ae6468409a0e46db515b3e2f0

Observation c2183648-b767-41f6-9dcb-5b21abf01021 · outbound

This paper cites Explainability and Transparency of Classifiers for Air- Handling Unit Faults Using Explainable Artificial Intelligence (XAI).

Human-Centered Explainability in Interactive Information Systems: A Survey Explainability and Transparency of Classifiers for Air- Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.833350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.833350Z digest=sha256:dc734358b635a89f3f4c91f859083e7b1ad0b1c54ade7c54daee9ad56272446f

Observation 0bbdb7c7-c449-4cbe-a4c6-336ba82b78b8 · outbound

This paper cites Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task.

Human-Centered Explainability in Interactive Information Systems: A Survey Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.901372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.901372Z digest=sha256:610b65f66b436c440d1dd2b452160fa7d1b1db5c2e6491c0a184632da9e43bf6

Observation e80d4025-663c-4f52-9aa0-901e8e9818fa · outbound

This paper cites Yom-Tov, and Anat Rafaeli.

Human-Centered Explainability in Interactive Information Systems: A Survey Yom-Tov, and Anat Rafaeli

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.970580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.970580Z digest=sha256:9197ac518334497a6627303a6fd8bb553916611e4c5d572dda22c2dbfbd70636

Observation d557a6f1-e496-4432-a5e0-169c7f83c150 · outbound

This paper cites Can counterfactual explanations of AI systems’ predictions skew lay users’ causal intuitions about the world? If so, can we correct for that? Patterns, 3(12):100635, December 2022.

Human-Centered Explainability in Interactive Information Systems: A Survey Can counterfactual explanations of AI systems’ predictions skew lay users’ causal intuitions about the world? If so, can we correct for that? Patterns, 3(12):100635, December 2022

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.038476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.038476Z digest=sha256:c34aa6d2050ab09ddfd0be588e64b39f18f2149e4e76a95b89890962577dcf30

Observation dd5873a5-57cc-4d65-9bf7-dd734944b288 · outbound

This paper cites That’s (not) the output I expected!.

Human-Centered Explainability in Interactive Information Systems: A Survey That’s (not) the output I expected!

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.125988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.125988Z digest=sha256:da1966591f0567257b70d9273567c7a983623737f3f2874aaa253755d02b8b9e

Observation afb1d8fd-3af4-405e-b7f0-fcb7a5ad4dcc · outbound

This paper cites Explanations in warning dialogs to help users defend against phishing attacks.

Human-Centered Explainability in Interactive Information Systems: A Survey Explanations in warning dialogs to help users defend against phishing attacks

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.206564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.206564Z digest=sha256:bd7dddd28e0beb9b1ed110992a197773a24bd43a6a2c556105351491ea507fab

Observation e118dc67-4f44-4f0c-b2e6-6b64b2f940fa · outbound

This paper cites A user-centred evaluation of DisCERN: Dis- covering counterfactuals for code vulnerability detection and correction.

Human-Centered Explainability in Interactive Information Systems: A Survey A user-centred evaluation of DisCERN: Dis- covering counterfactuals for code vulnerability detection and correction

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.282078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.282078Z digest=sha256:a40925713f007fae3b55f26fccf074efe6b831f47a5dd43e6d3787df59048b54

Observation 70883ea9-c234-4b84-b3eb-2b6741c0bcb0 · outbound

This paper cites Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios.

Human-Centered Explainability in Interactive Information Systems: A Survey Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:37:22.578572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T20:37:13.345209Z digest=sha256:2521334a84dc297e2f7a026d5a8dd776acdc41ef30e1d13314746e37fc6195cf

Observation fea51a9a-a856-4b39-9a4b-42cc41968284 · outbound

This paper cites Explaining Deep Face Algorithms Through Visualization: A Survey.

Human-Centered Explainability in Interactive Information Systems: A Survey Explaining Deep Face Algorithms Through Visualization: A Survey

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.405172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.405172Z digest=sha256:a0c43f002fda8e95bd10ce62abc356ebc00664ed6b591cf15443adb336262bbc

Observation 2e713275-4685-40d3-9d50-bd41fa1e854f · outbound

This paper cites The quest of parsimonious XAI: A human-agent architecture for explanation formulation.

Human-Centered Explainability in Interactive Information Systems: A Survey The quest of parsimonious XAI: A human-agent architecture for explanation formulation

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.483644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.483644Z digest=sha256:1a0ff61185bb507e436af9fdfecb439dfd110086040386241ea104e9a77f51d6

Observation e83df826-ec18-45c6-ae33-e3cfd2337adc · outbound

This paper cites an unresolved cited work.

Human-Centered Explainability in Interactive Information Systems: A Survey Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.542401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.542401Z digest=sha256:c0eace7e44334ad0f185cac0768347e841ca33f0374351bbaa9ef267ffd0190c

Observation 61e56b26-70d0-4d65-8878-5d3da5f60430 · outbound

This paper cites Explainable AI tools for legal rea- soning about cases: A study on the European Court of Human Rights.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable AI tools for legal rea- soning about cases: A study on the European Court of Human Rights

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.633396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.633396Z digest=sha256:b3435bdda986ce26366689e64376582933f3f250f29f653d4819bd0f7ffc995e

Observation cfd0ddc5-b4f1-461f-9f06-45009836fb63 · outbound

This paper cites Evaluating Reliability in Explainable Search.

Human-Centered Explainability in Interactive Information Systems: A Survey Evaluating Reliability in Explainable Search

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.724517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.724517Z digest=sha256:904e79cc82165a43e3ca276fc550ca6e432979320bd0eed259ec2241106a6e0b

Observation 8ca0b3d9-8000-45d0-b508-a2977123045c · outbound

This paper cites Enhancing ex- planations in recommender systems with knowledge graphs.

Human-Centered Explainability in Interactive Information Systems: A Survey Enhancing ex- planations in recommender systems with knowledge graphs

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.798340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.798340Z digest=sha256:fcff58f2aff22801b0d34d550b699b861479a0a62c76274f68190b460650b04c

Observation af5787a5-d6ef-472c-98f4-3e5d6417b833 · outbound

This paper cites Influence of context on users’ views about explanations for decision-tree predictions.

Human-Centered Explainability in Interactive Information Systems: A Survey Influence of context on users’ views about explanations for decision-tree predictions

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.869804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.869804Z digest=sha256:688d63c8d1b2e7237772814379118261b4da24dc2e0a698d1dea9537d0fc2de3

Observation 5ff53021-d888-48fd-bf87-a185537538c0 · outbound

This paper cites The effect of machine learning explanations on user trust for automated diagnosis of COVID-19.

Human-Centered Explainability in Interactive Information Systems: A Survey The effect of machine learning explanations on user trust for automated diagnosis of COVID-19

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.921222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.921222Z digest=sha256:02f31a90a0c69b5816751a431692faee95f1b382c1237d1d1506e98243f8773e

Observation 48031666-6943-4a32-a454-1dce20258956 · outbound

This paper cites Explainable AI meets persuasiveness: Translating reasoning results into behavioral change advice.Artificial Intelligence in Medicine, 105:101840, May 2020.

Human-Centered Explainability in Interactive Information Systems: A Survey Explainable AI meets persuasiveness: Translating reasoning results into behavioral change advice.Artificial Intelligence in Medicine, 105:101840, May 2020

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.992752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.992752Z digest=sha256:63ebe05020eb283d7aa877fd9b538d137327700293645b3861ea94180e749b7c

Observation ff418972-29ec-4594-9d02-61de516039dd · outbound

This paper cites Human Centered Ex- plainability for Intelligent Vehicles – A User Study.

Human-Centered Explainability in Interactive Information Systems: A Survey Human Centered Ex- plainability for Intelligent Vehicles – A User Study

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.048400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.048400Z digest=sha256:5d889a6eee19105255f83f0547e0561b211eeae5b2057136f7a8b7a17dcca588

Observation 5f7da73b-4a18-4e8d-80d9-f36855b6c181 · outbound

This paper cites The Data Visualisation Catalogue.

Human-Centered Explainability in Interactive Information Systems: A Survey The Data Visualisation Catalogue

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.113533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.113533Z digest=sha256:7d6c6ef0fd2fb198f06042574416cf416ffa695fac74dea83c4cde1c8f5d84b7

Observation 2892cd24-b16a-48f1-bc78-87e7282841ae · outbound

This paper cites Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection.

Human-Centered Explainability in Interactive Information Systems: A Survey Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.197517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.197517Z digest=sha256:9cf2e6edf9b33cfdd5b9056449e6e4395ebd3c06005e91690737e432ef13690f

Observation 85655943-f8df-41af-89be-d8398e69146a · outbound

This paper cites Explaining the black-box smoothly—A counterfactual approach.

Human-Centered Explainability in Interactive Information Systems: A Survey Explaining the black-box smoothly—A counterfactual approach

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.285695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.285695Z digest=sha256:7e0aff8f347379f46330e03c45269a21bee152552dd1e12f8a42e72dc1ec123f

Observation e23da58e-2848-40e8-a962-a58f3cba5690 · outbound

This paper cites Wearable Reasoner: Towards Enhanced Human Rationality Through A Wearable Device With An Explainable AI Assistant.

Human-Centered Explainability in Interactive Information Systems: A Survey Wearable Reasoner: Towards Enhanced Human Rationality Through A Wearable Device With An Explainable AI Assistant

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.396224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.396224Z digest=sha256:a6828de992a19e8259f1445f957bff76a5fbdc9ab1cda38a5807dfd3ab9853bd

Observation c2771b39-8ebf-4c44-be29-fb18e339c4cf · outbound

This paper cites Linked open data-based explanations for transparent recommender systems.

Human-Centered Explainability in Interactive Information Systems: A Survey Linked open data-based explanations for transparent recommender systems

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.473713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.473713Z digest=sha256:aca04c062d962effabb09352b5cb451345fc9028d96650c74c279f4bef34f2df

Observation caaf4ffd-d43b-489f-a2eb-8a0b06527147 · outbound

This paper cites Surfacing AI Explainability in Enterprise Product Visual Design to Address User Tech Proficiency Differences.

Human-Centered Explainability in Interactive Information Systems: A Survey Surfacing AI Explainability in Enterprise Product Visual Design to Address User Tech Proficiency Differences

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.552609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.552609Z digest=sha256:b70cd0ec5a9512b92eb9c31b4ed8d2ea15d2fbf8f2aa45ef468e0ec10851afe0

Observation 08ed5ddf-b3d4-46ef-a627-26ca4228ccb6 · outbound

This paper cites Honeycutt, Jeremy E.

Human-Centered Explainability in Interactive Information Systems: A Survey Honeycutt, Jeremy E

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.613990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.613990Z digest=sha256:86c0ebd75ac89dddcef012190d790b786ac64b87e1359909382ba8b623223de2

Observation 9e8146bb-06fc-41ae-bf30-570a36f1d597 · outbound

This paper cites ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces.

Human-Centered Explainability in Interactive Information Systems: A Survey ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces

Reference 102

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:14.698059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.698059Z digest=sha256:307a5a869660d238538fc6138fc86327ac8fc655fb95072b8ea9ac69dbbb3528

Pith citing papers

Observation 9383efce-9003-485f-8669-695b4de41930 · inbound

Althea: Human-AI Collaboration for Fact-Checking and Critical Reasoning cites this paper.

Althea: Human-AI Collaboration for Fact-Checking and Critical Reasoning Human-Centered Explainability in Interactive Information Systems: A Survey

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:58:18.966449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T18:55:51.212881Z digest=sha256:09a1f0481187fbe0c206e4c90b7e5cd890897419ceac95c8ad316f9f3202e736