Publications
(in reverse chronological order by catagory)
Dissertation
Jaime Arguello. Federated
Search in Heterogeneous Environments. Ph.D. Dissertation. Carnegie
Mellon University. 2011.
Monograph
Jaime Arguello. Aggregated Search.
Foundations and Trends in Information Retrieval. 10(5). Now
Publishers. 2017.
Book Chapter
Jaime Arguello and Fernando Diaz. Vertical Selection and
Aggregation. Relevance Ranking and Vertical Search Engines.
Elsevier. 2013.
Journal
Bogeum Choi, Sarah Casteel, Jaime Arguello, and Robert Capra. Better Understanding Procedural Search Tasks:
Perceptions, Behaviors, and Challenges. ACM Transactions of
Information Systems. 42(3). ACM. 2023.
Bogeum Choi, Jaime Arguello, Robert Capra, and Austin Ward. The Influences of a
Knowledge Representation Tool of Searchers with Varying Cognitive
Abilities. ACM Transactions of Information Systems. 41(1).
ACM. 2023.
Kelsey Urgo and Jaime Arguello.
Goal-setting in Support of Learning During Search: An Exploration of
Learning Outcomes and Searcher Perceptions. Information
Processing & Management. 60(2). ScienceDirect. 2023.
Kelsey Urgo and Jaime Arguello.
Learning Assessments in Search-as-Learning: A Survey of Prior Work and
Opportunities for Future Research. Information Processing &
Management. 59(2). ScienceDirect. 2022.
Kelsey Urgo and Jaime Arguello. Understanding the "Pathway" Towards a
Searcher's Learning Objective. ACM Transactions of Information
Systems. 40(4). ACM. 2022.
Ashley C. Griffin, Zhaopeng Xing, Sean P. Mikles, Stacy Bailey, Saif
Khairat, Jaime Arguello, Yue Wang, and Arlene E. Chung. Information
Needs and Perceptions of Chatbots for Hypertension Medication
Self-Management: A Mixed Methods Study. JAMIA open. Oxford
University Press. 2021.
Rachel Stemerman, Jaime Arguello, Jane Brice, Ashok Krishnamurthy,
Mary Houston, and Rebecca Kitzmiller.
Identification of Social Determinants of Health using Multi-Label
Slassification of Electronic Health Record Clinical Notes. JAMIA
open. Oxford University Press. 2021.
Heather L. O'Brien, Jaime Arguello, and Robert Capra. An Empirical Study of
Interest, Task Complexity, and Search Behaviour on User Engagement.
Information Processing & Management. 57(3). ScienceDirect.
2020.
Bogeum Choi, Austin Ward, Yuan Li, Jaime Arguello, and Robert Capra.
The Effects of Task Complexity on the Use of
Different Types of Information in a Search Assistance Tool. ACM
Transactions of Information Systems. 38(1). ACM. 2019.
Jaime Arguello and Bogeum Choi. The Effects of Working
Memory, Perceptual Speed, and Inhibition in Aggregated Search.
ACM Transactions of Information Systems. 37(3). ACM. 2019.
Jaime Arguello, Bogeum Choi, and Robert Capra. Factors Influencing
Users’ Information Requests: Medium, Target, and Extra-Topical
Dimension. ACM Transactions of Information Systems. 36(4).
ACM. 2018.
Jaime Arguello and Robert Capra. The Effects of Aggregated Search
Coherence on Search Behavior. ACM Transactions of Information
Systems. 35(1). ACM. 2016.
Jaime Arguello, Jamie Callan, and Stuart Shulman. Recognizing Citations in Public Comments. John
Wilkerson and Claire Cardie, editors, Special Issue on Text
Annotation for Political Science of the Journal of Information Technology
and Politics, 2008.
Carolyn Rosé, Yi-Chia wang, Yue Cui, Jaime Arguello, Karsten
Stegmann, Armin Weinberger, Frank Fischer. Analyzing Collaborative Learning Processess
Automatically: Exploiting the Advances of Computational Linguistics in
Computer Supported Collaborative Learning. International Journal
of Computer Supported Collaborative Learning. 3(3). Springer Link.
2008.
Conference
Jiaming Qu, Jaime Arguello, Yue Wang. Why is
"problems" predictive of positive sentiment?: A Case Study of Explaining
Unintuitive Features in Sentiment Classification. To appear in
Proceedings of the ACM Conference in Fairness, Accountability, and
Transparency (FaCCT'24), 2024
Kelsey Urgo and Jaime Arguello. The
Effects of Goal-setting on Learning Outcomes and Self-Regulated Learning
Processes. In Proceedings of the 9th ACM SIGIR Conference on
Human Information Interaction and Retrieval (CHIIR'24),
2024
Bogeum Choi, Jaime Arguello, and Robert Capra. Understanding Procedural Search Tasks "in the
Wild". Proceedings of the 8th ACM SIGIR Conference on Human
Information Interaction and Retrieval (CHIIR'23), 2023
Jiaming Qu, Jaime Arguello, and Yue Wang. Understanding the Cognitive Influences of
Interpretability Features on How Users Scrutinize Machine-Predicted
Categories. Proceedings of the 8th ACM SIGIR Conference on Human
Information Interaction and Retrieval (CHIIR'23), 2023
Sandeep Avula, Bogeum Choi, and Jaime Arguello. The Effects of System Initiative during
Conversational Collaborative Search. Proceedings of the 25th ACM
Conference On Computer-Supported Cooperative Work And Social
Computing (CSWC'22), 2022. (Honorable Mention, Methods
Recignition)
Bogeum Choi, Sarah Casteel, Robert Capra, and Jaime Arguello. Procedural Knowledge Search by Intelligence
Analysts. Proceedings of the 7th ACM SIGIR Conference on Human
Information Interaction and Retrieval (CHIIR'22), 2022.
Catherine L. Smith, Kelsey Urgo, Jaime Arguello and Robert Capra.
Learner, Assignment, and Domain:
Contextualizing Search for Comprehension. Proceedings of the 7th
ACM SIGIR Conference on Human Information Interaction and Retrieval
(CHIIR'22), 2022.
Jiaming Qu, Jaime Arguello, and Yue Wang. A
Study of Explainability Features to Scrutinize Faceted Filtering
Results. To appear in Proceedings of the 30th ACM International
Conference on Information and Knowledge Management (CIKM'21),
2021.
Jaime Arguello, Adam Ferguson, Emery Fine, Bhaskar Mitra, Hamed
Zamani, and Fernando Diaz. Tip of the
Tongue Known-Item Retrieval: A Case Study in Movie Identification.
Proceedings of the 6th ACM SIGIR Conference on Human Information
Interaction and Retrieval (CHIIR'21), 2021.
Bogeum Choi, Jaime Arguello, and Robert Capra. OrgBox: A Knowledge Representation Tool to Support
Complex Search Tasks. Proceedings of the 6th ACM SIGIR Conference
on Human Information Interaction and Retrieval (CHIIR'21),
2021.
Jiaming Qu, Jaime Arguello, and Yue Wang. A
Deep Analysis of an Explainable Retrieval Model for Precision Medicine
Literature Search. Proceedings of the 43rd European Conference in
Information Retrieval (ECIR'21), 2021.
Jaime Arguello and Robert Capra. Sources of Evidence for Interactive Table
Completion. Proceedings of the 5th ACM SIGIR Conference on Human
Information Interaction and Retrieval (CHIIR'20), 2020.
Bogeum Choi and Jaime Arguello. Qualitative Analysis of the Effects of Task
Complexity on the Functional Role of Information. Proceedings of
the 5th ACM SIGIR Conference on Human Information Interaction and
Retrieval (CHIIR'20), 2020.
Ashley C Griffin, Zhaopeng Xing, Saif Khairat, Yue Wang, Stacy Bailey,
Jaime Arguello, and Arlene E Chung. Conversational
Agents for Chronic Disease Self-Management: A Systematic Review.
Annual Symposium Proceedings (AMIA'20). 2020.
Kelsey Urgo, Jaime Arguello, and Robert Capra. The Effects of Learning Objectives on
Searchers’ Perceptions and Behaviors. Proceedings of the
2020 ACM SIGIR International Conference on Theory of Information
Retrieval (ICTIR'20), 2020.
Jaime Arguello and Anita Crescenzi. Using Principal Component Analysis to Better
UnderstandBehavioral Measures and their Effects. Proceedings of
the 2019 ACM SIGIR International Conference on Theory of Information
Retrieval (ICTIR'19), 2019.
Kelsey Urgo, Jaime Arguello, and Robert Capra. Anderson and Krathwohl’s Two-Dimensional
Taxonomy Applied to Task Creation and Learning Assessment.
Proceedings of the 2019 ACM SIGIR International Conference on Theory
of Information Retrieval (ICTIR'19), 2019.
Robert Capra and Jaime Arguello. Using
Trails to Support Users with Tasks of Varying Scope. Poceedings
of the 42nd International ACM SIGIR Conference on Research and
Development in Information Retrieval. (SIGIR'19), 2019.
Sandeep Avula, Jaime Arguello, Robert Capra, Jordan Dodson, Yuhui
Huang, and Filip Radlinski. Embedding Search
into a Conversational Platform to SupportCollaborative Search.
Proceedings of the 4th ACM SIGIR Conference on Human Information
Interaction and Retrieval (CHIIR'19), 2019.
Bogeum Choi, Robert Capra, and Jaime Arguello The Effects of Working Memory during Search Tasks of
Varying Complexity. Proceedings of the 4th ACM SIGIR Conference
on Human Information Interaction and Retrieval (CHIIR'19),
2019.
Robert Capra, Jaime Arguello, Heather O'Brien, Yuan Li, and Bogeum
Choi. The Effects of Manipulating Task
Determinability on Search Behaviors and Outcomes. Proceedings of
the 41st International ACM SIGIR Conference on Research and Development
in Information Retrieval (SIGIR'18), 2018.
Sandeep Avula, Gordon Chadwick, Jaime Arguello, and Robert Capra.
SearchBots: User Engagement with ChatBots
during Collaborative Search. Proceedings of the 3rd ACM SIGIR
Conference on Human Information Interaction and Retrieval
(CHIIR'18), 2018.
Heejun Kim and Jaime Arguello Evaluation of
Features to Predict the Usefulness of Online Reviews. Proceedings
of the 80th Annual Meeting of the Association of Information Science and
Technology (ASIST'17), 2017.
Jaime Arguello, Sandeep Avula, and Fernando Diaz. Using Query Performance Predictors to Reduce
Spoken Queries. Proceedings of the 39th European Conference on
Information Retrieval. (ECIR'17), 2017.
Robert Capra, Jaime Arguello, and Yinglong Zhang. The Effects of Search Task Determinability on Search
Behavior. Proceedings of the 39th European Conference on
Information Retrieval. (ECIR'17), 2017.(Best Paper
Award)
Anita Crescenzi, Robert Capra, and Jaime Arguello. Time Limits, Information Search and the Use of
Search Assistance. Proceedings of the 2nd ACM SIGIR Conference in
Information Interaction and Retrieval (CHIIR'17), 2016.
Jaime Arguello, Sandeep Avula, and Fernando Diaz. Using Query Performance Predictors to Improve
Spoken Queries. Proceedings of the 38th European Conference in
Information Retrieval (ECIR'16), 2016.
Lauren Turpin, Diane Kellyand Jaime Arguello. To Blend or Not to Blend?: Perceptual Speed, Visual
Memory and Aggregated Search. Proceedings of the 39th Annnual
International ACM SIGIR Conference on Research & Development on
Information Retrieval (SIGIR'16), 2016.
Diane Kelly, Jaime Arguello, Ashlee Edwards, and Wan-Ching Wu.
Development and Evaluation of Search Tasks
for IIR Experiments a Cognitive Complexity Framework. Proceedings
of the 6th International Conference on the Theory of Information
Retrieval (ICTIR'15), 2015.
Robert Capra, Jaime Arguello, Anita Crescenzi, and Emily Vardell.
Differences in the Use of Search Assistance
for Tasks of Varying Complexity. Proceedings of the 38th Annnual
International ACM SIGIR Conference on Research & Development on
Information Retrieval (SIGIR'15), 2015.
Jaime Arguello and Kyle Shaffer. Predicting Speech Acts in MOOC Forum Posts.
Proceedings of the 9th International Conference on Web and Social
Media (ICWSM'15), 2015.
Jaime Arguello. Improving Aggregated
Search Coherence. Proceedings of the 37th European Conference in
Information Retrieval (ECIR'15), 2015.
Jaime Arguello and Robert Capra. The
Effects of Rank and Border on Aggregated Search Coherence and Search
Behavior. Proceedings of the 23rd ACM International Conference on
Information and Knowledge Management (CIKM'14), 2014.
Jaime Arguello. Predicting Search Task
Difficulty. Proceedings of the 36th European Conference in
Information Retrieval (ECIR'14), 2014.
Kathy Brennan, Diane Kelly, and Jaime Arguello. The Effect of Cognitive Abilities on Information
Search for Tasks of Varying Levels of Complexity. Proceedings of
the 4th Information Interaction in Context Symposium
(IIiX'14), 2014. (Best Paper Award)
Jaime Arguello, Robert Capra, and Wan-Ching Wu Factors Affecting Aggregated Search Coherence and
Search Behavior. Proceedings of the 22nd ACM International
Conference on Information and Knowledge Management (CIKM'13),
2013.
Robert Capra, Jaime Arguello, and Falk Scholer Augmenting Search Result Surrogates with Images.
Proceedings of the 22nd ACM International Conference on Information
and Knowledge Management (CIKM'13), 2013.
Anita Crescenzi, Robert Capra, and Jaime Arguello. Time Pressure, User Satisfaction, and Task
Difficulty. Proceedings of American Society for Information
Science and Technology Annual Meeting (ASIST'13), 2013.
Jaime Arguello and Robert Capra. The
Effect of Aggregated Search Coherence on Search Behavior.
Proceedings of the 21st ACM International Conference on Information
and Knowledge Management (CIKM'12), 2012.
Jaime Arguello, Wan-Ching Wu, Diane Kelly, and Ashlee Edwards.
Task Complexity, Vertical Display, and User
Interaction in Aggregated Search. Proceedings of the 35th Annnual
International ACM SIGIR Conference on Research & Development on
Information Retrieval (SIGIR'12), 2012.
Robert Capra, Annie T. Chen, Katie Hawthorne, Jaime Arguello, Lee
Shaw, and Gary Marchionini. Design and
Evaluation of a System to Support Collaborative Search.
Proceedings of the 75th Annual Meeting of the American Society of
Information Science and Technology. (ASIST'12), 2012.
Wan-Ching Wu, Diane Kelly, Ashlee Edwards, and Jaime Arguello.
Grannies, Tanning Beds, Tattoos and NASCAR:
Evaluation of Search Tasks with Varying Levels of Cognitive
Complexity. Proceedings of the 4th Information Interaction in
Context Symposium (IIiX'12), 2012. (Best Poster
Award)
Jaime Arguello, Fernando Diaz, and Jamie Callan. Learning to Aggregate Vertical Results into Web
Search Results. Proceedings of the 20th ACM Conference on
Information and Knowledge Management (CIKM'11) (An extended
version of this paper is provided here).
Jaime Arguello, Fernando Diaz, Jamie Callan, and Ben Carterette.
A Methodology for Evaluating Aggregated
Search Results. Proceedings of the 33rd European Conference on
Information Retrieval. (ECIR'11), 2011. (Best Student
Paper Award)
Jaime Arguello, Fernando Diaz, and Jean-François Paiement.
Vertical Selection in the Presence of
Unlabeled Verticals. Proceedings of the 33rd Annual International
ACM SIGIR Conference on Research & Development on Information
Retrieval (SIGIR'10), 2010.
Jaime Arguello, Jamie Callan, and Fernando Diaz. Classification-based Resource Selection.
Proceedings of the 18th ACM Conference on Information and Knowledge
Management (CIKM'09), 2009.
Jaime Arguello, Fernando Diaz, Jamie Callan, and Jean-François
Crespo. Sources of Evidence for Vertical
Selection. Proceedings of the 32nd Annual International ACM SIGIR
Conference on Research & Development on Information Retrieval
(SIGIR'09), 2009. (Best Paper Award)
Fernando Diaz and Jaime Arguello. Adaptation
of Offline Vertical Selection Predictions in the Presence of User
Feedback.. Proceedings of the 32nd Annual International ACM SIGIR
Conference on Research & Development on Information Retrieval
(SIGIR'09), 2009.
Jonathan Elsas, Jaime Arguello, Jamie Callan, and Jaime Carbonell.
Retrieval and Query Expansion Models for Blog
Feed Search. Proceedings of the 31st Annual International ACM
SIGIR Conference on Research & Development on Information
Retrieval (SIGIR'08), 2008.
Jaime Arguello, Jonathan Elsas, Jamie Callan and Jaime Carbonell.
Document Representation and Query Expansion
Models for Blog Recommendation. Proceedings of the 2nd
International Conference in Weblogs and Social Media
(ICWSM'08), 2008 (Best Paper Nomination)
Jaime Arguello and Jamie Callan. A
Bootstrapping Approach for Identifying Stakeholders in Public-Comment
Corpora. Proceedings of the 8th Annual International Conference
in Digital Government Research (DG.O'07), 2007.
Jaime Arguello and Carolyn Rosé. Museli: A Multi-source Evidence Integration
Approach to Topic-Segmentation of Dialogue. Proceedings of the
Human Language Technology Conference of the NAACL, Companion Volume:
Short Papers (HLT-NAACL'06), 2006. (Short Paper)
Jaime Arguello, Brian Butler, Lisa Joyce, Robert Kraut, Kimberly Ling,
Carolyn Rosé, and Xiaoqing Wang. Talk
to Me: Foundations of Successful Individual-Group Interactions in Online
Communities. Proceedings of the SIGCHI conference on Human
Factors in computing systems (CHI'06), 2006.
Carolyn Rosé, Carol Pai, and Jaime Carguello. Enabling Non-Linguists to Author Advanced
Conversational Interfaces Easily. Proceedings of the 18th
International FLAIRS Conference, 2005.
Workshop and TREC
Jaime Arguello, Samarth Bhargav, Fernando Diaz, Evangelos Kanoulas,
and Bhaskar Mitra. Overview of
the TREC 2023 Tip-of-the-tongue Track. Proceedings of the 32nd
Text REtrieval Conference (TREC'23), National Institute of
Standards and Technology, special publication, 2023.
Henry Feild and Jaime Arguello. TREC-ToT:
Endicott and UNC Notebook Paper. Proceedings of the 32nd Text
REtrieval Conference (TREC'23), National Institute of
Standards and Technology, special publication, 2023.
Kelsey Urgo and Jaime Arguello. Capturing
Self-Regulated Learning During Search. Proceedings of the 3rd
International Workshop on Investigating Learning During Web Search
(IWILDS'22), 2022.
Jaime Arguello, Bogeum Choi, and Robert Capra. Factors Affecting Users' Information Requests.
Proceedings of the 1st SIGIR Workshop on Conversational Approaches to
Information Retrieval (CAIR'17), 2017.
Sandeep Avula and Jaime Arguello. Query-expansion Approaches for Microblog Retrieval.
Proceedings of the 24th Text REtrieval Conference
(TREC'15), National Institute of Standards and Technology, special
publication, 2015.
Sandeep Avula, John O'Connor, and Jaime Arguello. A Nearest-Neighbor Approach to Contextual
Suggestion. Proceedings of the 22nd Text REtrieval
Conference (TREC'13), National Institute of Standards and
Technology, special publication, 2013.
Craig Willis, Richard Medlin, and Jaime Arguello. Incorporating Temporal Information in
Microblog Retrieval. Proceedings of the 21st Text REtrieval
Conference (TREC'12), National Institute of Standards and
Technology, special publication, 2012.
Jaime Arguello, Jonathan Elsas, Changkuk Yoo, Jamie Callan, and Jaime
Carbonell. Document and query expansion
models for blog distillation. Proceedings of the 17th Text
REtrieval Conference (TREC'08), National Institute of
Standards and Technology, special publication, 2008.
Jonathan Elsas, Jaime Arguello, Jamie Callan, and Jaime Carbonell.
Retrieval and Feedback Models for Blog
Distillation. Proceedings of the 16th Text REtrieval
Conference (TREC'07), National Institute of Standards and
Technology, special publication, 2007. (Best Performing
System)
Jaime Arguello and Carolyn Rosé. Topic Segmentation of Dialogue.
Proceedings of the HLT-NAACL 2006 Workshop on Analyzing Conversations
in Text and Speech, 2006. (Workshop Paper)
Gahgene Gweon, Jaime Arguello, Carol Pai, Regan Carey, Zachary Zaiss,
and Carolyn Rosé. Towards a Prototyping
Tool for Behavior-Oriented Authoring of Conversational Agents for
Educational Applications. Proceedings of the ACL 2005 Second
Workshop for Building Educational Application using NLP, 2005.
(Workshop Paper)
Tutorials
Jaime Arguello, Fernando Diaz, and Milad Shokouhi. Integrating and Ranking
Aggregated Content on the Web. Companion of the Proceedings of
the 21st World Wide Web Conference (WWW'12), 2012.
(Tutorial)
Demos
Sandeep Avula and Jaime Arguello. Wizard
of Oz Interface to Study System Initiative for Conversational Search.
Proceedings of the 5th ACM SIGIR Conference on Human Information
Interaction and Retrieval (CHIIR'20), 2020. (Demonstration
Paper)
Robert Capra, Jaime Arguello, Annie Chen, Katie Hawthorne, Gary
Marchionini, and Lee Shaw. The ResultsSpace
Collaborative Search Environment. Proceedings of the ACM/IEEE
Joint Conference on Digital Libraries. (JDCL'12), 2012.
(Demonstration Paper)
Jaime Arguello and Carolyn Rosé. InfoMagnets: Making Sense of Corpus Data.
Proceedings of the Human Language Technology Conference of the NAACL,
Companion Volume: Demonstrations (HLT-NAACL'06), 2006.
(Demonstration Paper)
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