Chang Liu

2026

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Workshop on Generative AI and Academic Search (GAI&AS).
Yifan Liu|Jaime Arguello|Orland Hoeber|Chang Liu|Soo Young Rieh|Luanne Sinnamon
Proceedings of the 2026 Conference on Human Information Interaction and Retrieval, CHIIR 2026, Seattle, WA, USA, March 22-26, 2026

2025

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Personal information organization literacy in the academic context: Scale development, performance assessment, and influence exploration.
Gaohui Meng|Chang Liu
Information Processing and Management 2025 Volume 62 Issue 5

2023

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Incubation and Verification Processes in Information Seeking: A Case Study in the Context of Autonomous Learning.
Yujia Li|Chang Liu|Preben Hansen
Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, CHIIR 2023, Austin, TX, USA, March 19-23, 2023

2021

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Chinese College Students' Source Selection and Use in Searching for Health-related Information Online.
Xiaoxuan Song|Chang Liu|Yan Zhang
Information Processing and Management 2021 Volume 58 Issue 3
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Search Interface Design and Evaluation.
Chang Liu|Ying-Hsang Liu|Jingjing Liu|Ralf Bierig
Foundations and Trends in Information Retrieval 2021 Volume 15 Issue 3-4

2020

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Personalization in text information retrieval: A survey.
Jingjing Liu|Chang Liu|Nicholas J. Belkin
Journal of the Association for Information Science and Technology (JASIST) 2020 Volume 71 Issue 3
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Modeling Knowledge Change Behaviors in Learning-related Tasks.
Chang Liu|Xiaoxuan Song|Hanrui Liu|Nicholas J. Belkin
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020.

2019

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Information Resource, Interface, and Tasks as User Interaction Components for Digital Library Evaluation.
Yuelin Li|Chang Liu
Information Processing and Management 2019 Volume 56 Issue 3
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The effects of perceived chronic pressure and time constraint on information search behaviors and experience.
Chang Liu|Ying-Hsang Liu|Tom Gedeon|Yu Zhao|Yiming Wei|Fan Yang
Information Processing and Management 2019 Volume 56 Issue 5

2018

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How do Information Source Selection Strategies Influence Users' Learning Outcomes'.
Chang Liu|Xiaoxuan Song
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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Personalizing Information Retrieval Using Search Behaviors and Time Constraints.
Chang Liu|Jingjing Liu|Zengwang Yan
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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User Interactions with Search Systems.
Ying-Hsang Liu|Chang Liu|Ralf Bierig
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 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

2016

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Predicting information searchers' topic knowledge at different search stages.
Jingjing Liu|Chang Liu|Nicholas J. Belkin
Journal of the Association for Information Science and Technology (JASIST) 2016 Volume 67 Issue 11
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I Need More Time!: The Influence of Native Language on Search Behavior and Experience.
Pengyi Zhang|Chang Liu|Preben Hansen
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016.

2014

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Predicting Search Task Difficulty at Different Search Stages.
Chang Liu|Jingjing Liu|Nicholas J. Belkin
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
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What does time constraint mean to information searchers?
Chang Liu|Fan Yang|Yu Zhao|Qin Jiang|Lu Zhang
Fifth Information Interaction in Context Symposium, IIiX '14, Regensburg, Germany, August 26-29, 2014

2013

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Inferring user knowledge level from eye movement patterns.
Michael J. Cole|Jacek Gwizdka|Chang Liu|Nicholas J. Belkin|Xiangmin Zhang
Information Processing and Management 2013 Volume 49 Issue 5

2012

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Exploring and predicting search task difficulty.
Jingjing Liu|Chang Liu|Michael J. Cole|Nicholas J. Belkin|Xiangmin Zhang
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
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Personalization of search results using interaction behaviors in search sessions.
Chang Liu|Nicholas J. Belkin|Michael J. Cole
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012
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Rutgers at the TREC 2012 Session Track.
Chang Liu|Michael J. Cole|Eun Baik|Nicholas J. Belkin
Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012

2011

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Implicit acquisition of context for personalization of information retrieval systems.
Chang Liu|Nicholas J. Belkin
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation, CaRR '11, Palo Alto, California, USA, February 13, 2011
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Knowledge effects on document selection in search results pages.
Michael J. Cole|Xiangmin Zhang|Chang Liu|Nicholas J. Belkin|Jacek Gwizdka
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
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Rutgers at the TREC 2011 Session Track.
Chang Liu|Si Sun|Michael J. Cole|Nicholas J. Belkin
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

2010

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Helping identify when users find useful documents: examination of query reformulation intervals.
Chang Liu|Jacek Gwizdka|Jingjing Liu
Information Interaction in Context Symposium, IIiX 2010, New Brunswick, NJ, USA, August 18-21, 2010
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Identifying queries in the wild, wild web.
Jingjing Liu|Chang Liu|Jun Zhang|Ralf Bierig|Michael J. Cole
Information Interaction in Context Symposium, IIiX 2010, New Brunswick, NJ, USA, August 18-21, 2010
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Can search systems detect users' task difficulty?: some behavioral signals.
Jingjing Liu|Chang Liu|Jacek Gwizdka|Nicholas J. Belkin
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010