Jiqun Liu

2026

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Not All Transparency Is Equal: Source Presentation Effects on Attention, Interaction, and Persuasion in Conversational Search.

Jiangen He|Jiqun Liu

Proceedings of the 2026 Conference on Human Information Interaction and Retrieval, CHIIR 2026, Seattle, WA, USA, March 22-26, 2026

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Improving Data Reusability in Interactive IR: Insights from the Community.

Tianji Jiang|Wenqi Li|Jiqun Liu

Proceedings of the 2026 Conference on Human Information Interaction and Retrieval, CHIIR 2026, Seattle, WA, USA, March 22-26, 2026

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Mitigating the Threshold Priming Effect in Large Language Model-Based Relevance Judgments via Personality Simulation.

Nuo Chen|Hanpei Fang|Jiqun Liu|Wilson Wei|Tetsuya Sakai|Xiao-Ming Wu

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

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TRUE: A Reproducible Framework for LLM-Driven Relevance Judgment in Information Retrieval.

Mouly Dewan|Jiqun Liu|Chirag Shah

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

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Report on the CHIIR 2024, SIGIR 2024, and SIGIR-AP 2024 tutorials on Characterizing, Evaluating, and Mitigating Cognitive Biases in Interactive and Generative IR.

Jiqun Liu|Leif Azzopardi

SIGIR Forum 2025 Volume 59 Issue 1

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Chat as Learning in Interactive Information Retrieval and Generation.

Ran Yu|Jiqun Liu

SIGIR Forum 2025 Volume 59 Issue 1

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Decoy Effect in Search Interaction: Understanding User Behavior and Measuring System Vulnerability.

Nuo Chen|Jiqun Liu|Hanpei Fang|Yuankai Luo|Tetsuya Sakai|Xiao-Ming Wu

ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2

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Report on International Workshops on Investigating Learning During Web Search.

Anett Hoppe|Ran Yu|Jiqun Liu

SIGIR Forum 2025 Volume 59 Issue 2

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Falling behind again? Characterizing and assessing older adults' algorithm literacy in interactions with video recommendations.

Yuhao Zhang|Jiqun Liu

Journal of the Association for Information Science and Technology (JASIST) 2025 Volume 76 Issue 3

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The landscape of data reuse in interactive information retrieval: Motivations, sources, and evaluation of reusability.

Tianji Jiang|Wenqi Li|Jiqun Liu

Journal of the Association for Information Science and Technology (JASIST) 2025 Volume 76 Issue 9

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Boundedly Rational Searchers Interacting with Medical Misinformation: Characterizing Context-Dependent Decoy Effects on Credibility and Usefulness Evaluation in Sessions.

Jiqun Liu|Jiangen He

Proceedings of the 2025 ACM SIGIR Conference on Human Information Interaction and Retrieval, CHIIR 2025, MelbourneAustralia, March 24-28, 2025

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LLM-Driven Usefulness Labeling for IR Evaluation.

Mouly Dewan|Jiqun Liu|Chirag Shah

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

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IWILDS'25: The 5th International Workshop on Investigating Learning During Web Search.

Anett Hoppe|Ran Yu|Jiqun Liu|Nilavra Bhattacharya

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

2024

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Understanding users' dynamic perceptions of search gain and cost in sessions: An expectation confirmation model.

Ben Wang|Jiqun Liu

Journal of the Association for Information Science and Technology (JASIST) 2024 Volume 75 Issue 9

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Search under Uncertainty: Cognitive Biases and Heuristics - Tutorial on Modeling Search Interaction using Behavioral Economics.

Leif Azzopardi|Jiqun Liu

Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, CHIIR 2024, Sheffield, United Kingdom, March 10-14, 2024

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Task Supportive and Personalized Human-Large Language Model Interaction: A User Study.

Ben Wang|Jiqun Liu|Jamshed Karimnazarov|Nicolas Thompson

Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, CHIIR 2024, Sheffield, United Kingdom, March 10-14, 2024

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Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics.

Ben Wang|Jiqun Liu

Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2024, Washington, DC, USA, 13 July 2024

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Search under Uncertainty: Cognitive Biases and Heuristics: A Tutorial on Testing, Mitigating and Accounting for Cognitive Biases in Search Experiments.

Jiqun Liu|Leif Azzopardi

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Constructing and meta-evaluating state-aware evaluation metrics for interactive search systems.

Marco Markwald|Jiqun Liu|Ran Yu

Discover Computing 2023 Volume 26 Issue 1

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Investigating the role of in-situ user expectations in Web search.

Ben Wang|Jiqun Liu

Information Processing and Management 2023 Volume 60 Issue 3

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Toward A Two-Sided Fairness Framework in Search and Recommendation.

Jiqun Liu

Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, CHIIR 2023, Austin, TX, USA, March 19-23, 2023

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A Reference-Dependent Model for Web Search Evaluation: Understanding and Measuring the Experience of Boundedly Rational Users.

Nuo Chen|Jiqun Liu|Tetsuya Sakai

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Toward Cranfield-inspired reusability assessment in interactive information retrieval evaluation.

Jiqun Liu

Information Processing and Management 2022 Volume 59 Issue 5

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OUHCIR at the NTCIR-16 Data Search-2 Task.

Satanu Ghosh|Jiqun Liu

Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2022, Tokyo, Japan, June 14-17, 2022

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IWILDS'22 - Third International Workshop on Investigating Learning During Web Search.

Anett Hoppe|Ran Yu|Jiqun Liu

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Matching Search Result Diversity with User Diversity Acceptance in Web Search Sessions.

Jiqun Liu|Fangyuan Han

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors.

Jiqun Liu

Information Processing and Management 2021 Volume 58 Issue 3

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Interest Development, Knowledge Learning, and Interactive IR: Toward a State-based Approach to Search as Learning.

Jiqun Liu|Yong Ju Jung

CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, Canberra, ACT, Australia, March 14-19, 2021

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IWILDS'21: Second International Workshop on Learning During Web Search.

Anett Hoppe|Ran Yu|Irina R. Brich|Jiqun Liu

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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State-Aware Meta-Evaluation of Evaluation Metrics in Interactive Information Retrieval.

Jiqun Liu|Ran Yu

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Implicit information need as explicit problems, help, and behavioral signals.

Shawon Sarkar|Matthew Mitsui|Jiqun Liu|Chirag Shah

Information Processing and Management 2020 Volume 57 Issue 2

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Identifying and Predicting the States of Complex Search Tasks.

Jiqun Liu|Shawon Sarkar|Chirag Shah

CHIIR '20: Conference on Human Information Interaction and Retrieval, Vancouver, BC, Canada, March 14-18, 2020.

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Investigating Reference Dependence Effects on User Search Interaction and Satisfaction: A Behavioral Economics Perspective.

Jiqun Liu|Fangyuan Han

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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Exploring the immediate and short-term effects of peer advice and cognitive authority on Web search behavior.

Jiqun Liu|Yiwei Wang|Soumik Mandal|Chirag Shah

Information Processing and Management 2019 Volume 56 Issue 3

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A Reference-Dependent Model of Search Evaluation.

Jiqun Liu

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019

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Task, Information Seeking Intentions, and User Behavior: Toward A Multi-level Understanding of Web Search.

Jiqun Liu|Matthew Mitsui|Nicholas J. Belkin|Chirag Shah

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019

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Investigating the Impacts of Expectation Disconfirmation on Web Search.

Jiqun Liu|Chirag Shah

Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019

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Characterizing the Stages of Complex Tasks.

Jiqun Liu

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.

2018

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The Paradox of Personalization: Does Task Prediction Require Individualized Models?

Matthew Mitsui|Jiqun Liu|Chirag Shah

Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, CHIIR 2018, New Brunswick, NJ, USA, March 11-15, 2018

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Coagmento: Past, Present, and Future of an Individual and Collaborative Information Seeking Platform.

Matthew Mitsui|Jiqun Liu|Chirag Shah

Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, CHIIR 2018, New Brunswick, NJ, USA, March 11-15, 2018

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How Much is Too Much?: Whole Session vs. First Query Behaviors in Task Type Prediction.

Matthew Mitsui|Jiqun Liu|Chirag Shah

The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

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Scroll up or down?: Using Wheel Activity as an Indicator of Browsing Strategy across Different Contextual Factors.

Chang Liu|Jiqun Liu|Yiming Wei

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, CHIIR 2017, Oslo, Norway, March 7-11, 2017

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Predicting Information Seeking Intentions from Search Behaviors.

Matthew Mitsui|Jiqun Liu|Nicholas J. Belkin|Chirag Shah

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017