Paper Citation Record · LEDGER

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates

As of 14 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.22946.

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

pith.paper-citation-record.v1
2507.22946 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:54:37.801440Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact6
verified fuzzy3
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5d1fb24-6774-4892-a0b5-6f5124fa58a9 · outbound

This paper cites The role of academic advising in student retention and persistence,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates The role of academic advising in student retention and persistence,

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T13:54:37.870183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ef2528d-0e35-4642-a5cf-23fbaa6960e5 · outbound

This paper cites Academic Analytics: A New Tool for a New Era,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Academic Analytics: A New Tool for a New Era,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.495712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8ad0357-a543-4396-8201-837c49cdbd23 · outbound

This paper cites Learning analytics: The emergence of a discipline,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Learning analytics: The emergence of a discipline,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.757511Z

Source-reported events for the cited work

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Observation 15cf7a5f-0cc1-4ea7-9845-20c94dc7d562 · outbound

This paper cites Advisely: AI-Powered Academic Advising Using Large Language Models (LLMs),.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Advisely: AI-Powered Academic Advising Using Large Language Models (LLMs),

Reference 4

Resolution: verified exact; doi, observed 2026-08-06T13:54:37.857130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c34b2a3-d7a3-418a-b320-7a268a461df0 · outbound

This paper cites Jill Watson: A virtual teaching assis- tant for online education,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Jill Watson: A virtual teaching assis- tant for online education,

Reference 5

Resolution: verified exact; doi, observed 2026-08-06T13:54:37.848506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 30812cfb-5827-46fa-b6f0-a583673f2348 · outbound

This paper cites Domain-aware grade prediction and top- n course recommendation,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Domain-aware grade prediction and top- n course recommendation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.765983Z

Source-reported events for the cited work

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Observation f5077475-9f5c-4231-a74a-5c2d45411b4c · outbound

This paper cites Personalized course sequence recommendations,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Personalized course sequence recommendations,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.768783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2439b64e-1949-4f9f-8c86-638a96978b2f · outbound

This paper cites Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.771406Z

Source-reported events for the cited work

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Observation 01d131f4-2b45-4ea6-8e57-50125ad045dd · outbound

This paper cites Degree planning with PLAN-BERT: Multi-semester recommendation using future courses of interest,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Degree planning with PLAN-BERT: Multi-semester recommendation using future courses of interest,

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T13:54:37.839696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d2dad4ea-22ab-4f2e-a201-304cbfaa8d19 · outbound

This paper cites From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.776278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f390756c-d8c9-4da7-8a28-fd0a4615dd15 · outbound

This paper cites ChatGPT for good? On opportunities and challenges of large language models for education,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates ChatGPT for good? On opportunities and challenges of large language models for education,

Reference 11

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T13:54:38.266432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b646e88-12e5-4902-b114-0c29253bc6bf · outbound

This paper cites Exploring LLM-based student simulation for metacog- nitive cultivation,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Exploring LLM-based student simulation for metacog- nitive cultivation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.781642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def66f75-d7cc-4d7f-8358-9447894f581c · outbound

This paper cites AI-Augmented Advising: A Comparative Study of GPT-4 and Advisor-based Major Recommendations,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates AI-Augmented Advising: A Comparative Study of GPT-4 and Advisor-based Major Recommendations,

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-06T13:54:38.149132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ac43c04-5a8d-4748-8b1c-ba88114939a2 · outbound

This paper cites Large language model in higher education: Leveraging Llama2 for effective academic advising,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Large language model in higher education: Leveraging Llama2 for effective academic advising,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.786449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d9dcf3c-7d40-4c0e-9de7-45fb4da861aa · outbound

This paper cites Evalu- ating collaborative filtering recommender systems,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Evalu- ating collaborative filtering recommender systems,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.788824Z

Source-reported events for the cited work

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Observation 10a1dab2-57d8-4461-86c5-5498f1bf606d · outbound

This paper cites Evaluating recommendation systems,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Evaluating recommendation systems,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.791651Z

Source-reported events for the cited work

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Observation 1b2748f1-294a-442e-8a9f-c4831eb4ef67 · outbound

This paper cites Survey of hallucination in natural language generation,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Survey of hallucination in natural language generation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.794058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 617fd847-1179-4087-ac5b-84eee5848d0d · outbound

This paper cites Protecting student privacy,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Protecting student privacy,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.487549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 263ff141-1aa8-4c4b-93d4-cf58419df4a1 · outbound

This paper cites What is GDPR, the EU’s new data protection law?,.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates What is GDPR, the EU’s new data protection law?,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:38.479397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1dcb51f6-18df-451d-a6f1-49e56404da3d · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:37.801440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.