Paper Citation Record · LEDGER

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics

As of 20 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2505.16118.

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

pith.paper-citation-record.v1
2505.16118 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:10:14.471160Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

39 of 39 outbound references displayed

verified exact26
verified fuzzy6
unresolved6
parse uncertain0
malformed identifier1
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External citation measurements

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Outbound references

Observation 52e92150-0d6d-4891-aa91-47da3f890158 · outbound

This paper cites The significance of digital marketing in shaping ecotourism behaviour through destinationimage.2022,14,7395.https://doi.org/10.3390/su14127395.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics The significance of digital marketing in shaping ecotourism behaviour through destinationimage.2022,14,7395.https://doi.org/10.3390/su14127395

Reference 1

Resolution: verified exact; doi, observed 2026-08-07T15:10:20.365557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9e84cbc-2858-455b-a646-7f5594b146f9 · outbound

This paper cites 2015, 10, 215-230.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics 2015, 10, 215-230

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T15:10:20.335698Z

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Observation 66b0a039-ad60-49f2-ae03-d97ba8f0f3ef · outbound

This paper cites Destructive de-energizingrelationships:Howthrivingbufferstheireffectonperformance.2015, 100,1423.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Destructive de-energizingrelationships:Howthrivingbufferstheireffectonperformance.2015, 100,1423

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.887895Z

Source-reported events for the cited work

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Observation 1e5bf6d0-5f79-433a-94da-b956d7a8c676 · outbound

This paper cites an unresolved cited work.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:10:20.870699Z

Source-reported events for the cited work

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Observation 9cd8027e-e3fd-4207-ad32-b0888a1cb876 · outbound

This paper cites A machine learning approach for the identification of the deceptive reviews in the hospitality sector using unique attributes and sentiment orientation.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics A machine learning approach for the identification of the deceptive reviews in the hospitality sector using unique attributes and sentiment orientation

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T15:10:20.316097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11682a62-25e7-4546-9a03-a844283256fa · outbound

This paper cites Analysis of complaints in primary care using statistical process control.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Analysis of complaints in primary care using statistical process control

Reference 8

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T15:10:20.213642Z

Source-reported events for the cited work

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Observation 63129c98-84ad-4d70-a0d8-be56d1673337 · outbound

This paper cites Análisis cualitativo para la detección de factores que afectan el rendimiento escolar: estudio de caso de la licenciaturaentecnologíasysistemasdeinformación.2018,38.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Análisis cualitativo para la detección de factores que afectan el rendimiento escolar: estudio de caso de la licenciaturaentecnologíasysistemasdeinformación.2018,38

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.853765Z

Source-reported events for the cited work

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Observation f3aa8a18-da7a-4b15-9e10-15664785f7e7 · outbound

This paper cites Social media in travel decision makingprocess.2017,7,193-201.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Social media in travel decision makingprocess.2017,7,193-201

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.834678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a9e8f0d-97bc-42bf-a06c-69d431ae2e28 · outbound

This paper cites Social media envy: How experience sharing on social networking sitesdrives millennials’ aspirational tourism consumption.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Social media envy: How experience sharing on social networking sitesdrives millennials’ aspirational tourism consumption

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T15:10:20.050932Z

Source-reported events for the cited work

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Observation c89192b0-d0b4-48d9-b61b-b182676e600e · outbound

This paper cites Leisure Mobility of Chinese Millennials.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Leisure Mobility of Chinese Millennials

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:10:20.678898Z

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Observation 9a786a2b-a700-4ed6-9dd8-9130281a51ba · outbound

This paper cites A flash of culinary tourism: Understanding the influences of online food photography on people's travel planning process on flickr.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics A flash of culinary tourism: Understanding the influences of online food photography on people's travel planning process on flickr

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.847518Z

Source-reported events for the cited work

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Observation 0395d8eb-7c88-4c75-9d77-0a2245211a92 · outbound

This paper cites Impact of Short Video Marketing on Tourist Destination Perception in the Post-pandemic Era.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Impact of Short Video Marketing on Tourist Destination Perception in the Post-pandemic Era

Reference 14

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.778275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60ba98c7-e38f-4af5-a668-9ca9a8669c14 · outbound

This paper cites Tourism and the smartphone app: Capabilities, emerging practice and scope in the traveldomain.2014,17,84-101.https://doi.org/10.1080/13683500.2012.718323.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Tourism and the smartphone app: Capabilities, emerging practice and scope in the traveldomain.2014,17,84-101.https://doi.org/10.1080/13683500.2012.718323

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:10:20.596776Z

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Observation 4b778b70-c279-4e80-9190-120d58eba79d · outbound

This paper cites Virtual destination image a new measurement approach.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Virtual destination image a new measurement approach

Reference 16

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.751111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7c27fd1-842e-4f30-8165-ca564aa5fdab · outbound

This paper cites Semantic analysis onsocialnetworks:Asurvey.2020,33,e4424.https://doi.org/10.1002/dac.4424.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Semantic analysis onsocialnetworks:Asurvey.2020,33,e4424.https://doi.org/10.1002/dac.4424

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.733911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8245913-dc87-469f-bdcf-a21dc1711c67 · outbound

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Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.714208Z

Source-reported events for the cited work

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Observation 851ef051-b80c-43ee-ad04-4a36377ce828 · outbound

This paper cites Effects of tourism information quality in social media on destination image formation: The case of SinaWeibo.2017,54,687-702.https://doi.org/10.1016/j.im.2017.02.009.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Effects of tourism information quality in social media on destination image formation: The case of SinaWeibo.2017,54,687-702.https://doi.org/10.1016/j.im.2017.02.009

Reference 19

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.696821Z

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Observation 9ca03383-b55f-429f-8f04-88b4616f12f1 · outbound

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Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:10:20.817428Z

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Observation 847848c6-5fb6-44a2-90cc-190e4543e6b4 · outbound

This paper cites 2013, 30, 3-22.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics 2013, 30, 3-22

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:12.144748Z

Source-reported events for the cited work

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Observation 2a30db4a-fdd9-479f-8403-f7e8200c4b40 · outbound

This paper cites Big Data y administraciones públicas en redessociales.2018,3,1-29.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Big Data y administraciones públicas en redessociales.2018,3,1-29

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.801201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 22954301-7306-48fd-b9cb-d879f1362683 · outbound

This paper cites Acomparative analysis of major onlinereview platforms: Implications for social media analytics in hospitality and tourism.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Acomparative analysis of major onlinereview platforms: Implications for social media analytics in hospitality and tourism

Reference 23

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.679304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec3bac83-449c-4ffe-b6f1-ba4916a31d64 · outbound

This paper cites Role of social media in online travel information search.2010,31,179-188.https://doi.org/10.1016/j.tourman.2009.02.016.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Role of social media in online travel information search.2010,31,179-188.https://doi.org/10.1016/j.tourman.2009.02.016

Reference 24

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.591639Z

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Observation d8e933ef-3872-46dd-b7f1-eeffb602d59e · outbound

This paper cites Exploring the Characteristics and Extent of Travel Influencers’ImpactonGenerationZTouristDecisions.Sustainability2025,17,66.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Exploring the Characteristics and Extent of Travel Influencers’ImpactonGenerationZTouristDecisions.Sustainability2025,17,66

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T15:10:19.175640Z

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Observation 3a9550c1-3253-40e4-b7fd-36c124c632a6 · outbound

This paper cites Modeling individuals’ willingness to share trips with strangers in an autonomous vehicle future.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Modeling individuals’ willingness to share trips with strangers in an autonomous vehicle future

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T15:10:18.955234Z

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Observation 2e8598e8-9a52-4dbb-9fa4-56fe4d4800c8 · outbound

This paper cites Image as a factor in tourism development.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Image as a factor in tourism development

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T15:10:18.896954Z

Source-reported events for the cited work

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Observation eeb024ba-2b52-4231-94d8-796feeb108ea · outbound

This paper cites A general model of traveler destination choice.1989,27,8-14.https://doi.org/10.1177/004728758902700402.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics A general model of traveler destination choice.1989,27,8-14.https://doi.org/10.1177/004728758902700402

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T15:10:18.624691Z

Source-reported events for the cited work

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Observation f28950e5-faf1-49bb-9683-e8cd05469350 · outbound

This paper cites The Relationships among destination image, visitors' satisfaction and behavioral intentions: The effects of destination image segmentation.2009,9,1-22.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics The Relationships among destination image, visitors' satisfaction and behavioral intentions: The effects of destination image segmentation.2009,9,1-22

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.784290Z

Source-reported events for the cited work

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Observation f7d39c89-f37a-49a0-b322-66301b18cbee · outbound

This paper cites Cyber hate speech on twitter: An application of machine classification and statistical modeling for policy and decisionmaking.2015,7,223-242.https://doi.org/10.1002/poi3.85.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Cyber hate speech on twitter: An application of machine classification and statistical modeling for policy and decisionmaking.2015,7,223-242.https://doi.org/10.1002/poi3.85

Reference 30

Resolution: verified exact; doi, observed 2026-08-07T15:10:20.350891Z

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Observation 508fc35a-0122-4a9b-9bc3-a86ce2c1342e · outbound

This paper cites Large-scale machine learning at twitter.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Large-scale machine learning at twitter

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:13.355916Z

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Observation 1996761c-a286-46bc-9781-916362d85cc1 · outbound

This paper cites Predicting hotel review helpfulness: The impact of review visibility, and interaction between hotel stars and review ratings.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Predicting hotel review helpfulness: The impact of review visibility, and interaction between hotel stars and review ratings

Reference 32

Resolution: verified exact; doi, observed 2026-08-07T15:10:18.443918Z

Source-reported events for the cited work

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Observation 4114a22f-69f1-46f7-a009-a0ae5f3144c4 · outbound

This paper cites Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:13.609037Z

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Observation e8c18f86-8eb2-4d37-81c9-c73db61f73ff · outbound

This paper cites The power of generative AI: A review of requirements, models, input–output formats, evaluation metrics, and challenges.FutureInternet2023,15,260.https://doi.org/10.3390/fi15080260.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics The power of generative AI: A review of requirements, models, input–output formats, evaluation metrics, and challenges.FutureInternet2023,15,260.https://doi.org/10.3390/fi15080260

Reference 34

Resolution: verified exact; doi, observed 2026-08-07T15:10:18.218046Z

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Observation 1d3a69ff-f39a-4b2f-ba82-869c1948ca99 · outbound

This paper cites AI-Augmented Surveys: Leveraging Large Language ModelsforOpinionPredictioninNationallyRepresentativeSurveys.2023.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics AI-Augmented Surveys: Leveraging Large Language ModelsforOpinionPredictioninNationallyRepresentativeSurveys.2023

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.768151Z

Source-reported events for the cited work

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Observation ba0d3e98-326a-44bd-90d4-66bc49f5df47 · outbound

This paper cites An Aspect-Based Review Analysis Using ChatGPT for the Exploration of Hotel Service Failures.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics An Aspect-Based Review Analysis Using ChatGPT for the Exploration of Hotel Service Failures

Reference 36

Resolution: verified exact; doi, observed 2026-08-07T15:10:15.441548Z

Source-reported events for the cited work

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Observation 580d1027-0bde-47b4-a92a-232913e6e147 · outbound

This paper cites Algorithms 2025, 18, 46.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Algorithms 2025, 18, 46

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T15:10:15.267639Z

Source-reported events for the cited work

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Observation 3c501d55-03a2-4dcd-9087-7cd773c24e6f · outbound

This paper cites an unresolved cited work.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-07T15:10:15.052460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75467f1d-9787-4c02-b4b4-cb27b3054936 · outbound

This paper cites Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourismindustry: Practices, challengesand researchagenda.Int.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourismindustry: Practices, challengesand researchagenda.Int

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T15:10:14.851406Z

Source-reported events for the cited work

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Observation f89f16d4-b7c1-45ca-905e-991cf434c41d · outbound

This paper cites Xiaohongshu.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics Xiaohongshu

Reference 40

Resolution: verified exact; doi, observed 2026-08-07T15:10:14.718289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c54ff48-1060-429d-b58b-00df9042b9da · outbound

This paper cites 2021, 231, 107438.

Semiotic Reconstruction of Destination Expectation Constructs An LLM-Driven Computational Paradigm for Social Media Tourism Analytics 2021, 231, 107438

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:14.471160Z

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Unavailable: canonical work link unavailable.

Pith citing papers

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