Exploratory search: from finding to understanding

Educating the Net Generation

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A Statistical Approach to Mechanized Encoding and Searching of Literary Information

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Reexamining the cluster hypothesis

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Grouper: a dynamic clustering interface to Web search results

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TileBars

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Finding facts vs. browsing knowledge in hypertext systems

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Designing the user interface

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Designing the user interface (videotape)

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The Stratified Model of Information Retrieval Interaction: Extension and Applications

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The Open Video Digital Library

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Internet Use in Home-Education

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International Workshop on Personalized Access to Cultural Heritage

Ardissono, L., Cristina Gena, A., Kuflik, T., Mauro, N., Raptis, G. E., & Wecker, A. J. (2021) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/3450614.3461456 · Cited by 2

The Impact of Expertise on Query Formulation Strategies During Complex Learning Task Solving: A Study with Students in Medicine and Computer Science

Dosso, C., Tamine, L., Paubel, P., & Chevalier, A. (2021) · Lecture notes in networks and systems · doi:10.1007/978-3-030-74614-8_77 · Cited by 2

Fact-Finding or Exploration: Characterizing Reading Strategies in User’s Search Activities

Schwerdt, J., Kotzyba, M., & Nürnberger, A. (2021) · IEEE International Conference on Human-Machine Systems (ICHMS) · doi:10.1109/ichms53169.2021.9582460 · Cited by 2

Search Logs as Information Footprints: Supporting Guided Navigation for Exploratory Search

Wang, X., Tan, B., Shakery, A., & Zhai, C. (2008) · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · Cited by 2

Socially induced semantic networks and applications

Menczer, F., & Markines, B. (2009) · Cited by 2

Navigating the Semantic Web with Logical Information Systems

Ferré, S. (2009) · HAL · Cited by 2

Towards structured representation of academic search results

Mirylenka, D. (2015) · Unitn-eprints PhD (University of Trento) · doi:10.15168/11572_367624 · Cited by 2

Using Twitter to Assess Information Needs: Early Results

Wilson, M. L. (2009) · ePrints Soton (University of Southampton) · Cited by 2

Design of Bookmark-Based Information Space to Support Exploration and Rediscovery

Shtykh, R. Y., & Jin, Q. (2006) · IEEE International Conference on Computer and Information Technology (CIT) · doi:10.1109/cit.2006.77 · Cited by 2

Connected Information Management

Rauschmayer, A. (2010) · doi:10.5282/edoc.11439 · Cited by 2

Massive implicit feedback: Organizing search logs into topic maps for collaborative surfing

Wang, X., & Zhai, C. (2009) · Cited by 2

Data Linkage Discovery Applications

Segall, R. S., & Lu, S. (2017) · IGI Global eBooks · doi:10.4018/978-1-5225-2255-3.ch155 · Cited by 2

Conversational Search for Learning TechnologiesPreprint

Oviatt, S. L., & Soulier, L. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2001.02912 · Cited by 2

Evaluating Interactive Summarization: an Expansion-Based FrameworkPreprint

Shapira, O., Pasunuru, R., Ronen, H., Bansal, M., Amsterdamer, Y., & Dagan, I. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2009.08380 · Cited by 3

Lookup or Exploratory: What is Your Search Intent?Preprint

Agarwal, M. K., & Sahu, T. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2110.04640 · Cited by 4

The New Shape of Search: How Conversational AI Recomposes Information Seeking

Iannelli, M., & Ai, A. (2026) · arXiv · doi:10.48550/arxiv.2607.04282 · Cited by 2

Supporting Ideation by Integrating Exploratory Search, Browsing, and Curation

Qu, Y. (2016) · Conference on Human Information Interaction and Retrieval · doi:10.1145/2854946.2854948 · Cited by 1

The Impact of SearchTrails on the Quality of Collaborative Search

Franken, S., Norbisrath, U., & Prinz, W. (2017) · i-com · doi:10.1515/icom-2016-0041 · Cited by 1

Mind the Context: Enriching Knowledge Graphs with Rules and Mappings

dos Santos, V., de Oliveira, D., Schwabe, D., Hæusler, E. H., Baião, F., & Lifschitz, S. (2025) · IEEE International Conference on Knowledge Graph (ICKG) · doi:10.1109/ickg66886.2025.00015 · Cited by 1

SRS: A recommendation system for scientific publication

Sánchez-Obando, J. W., Méndez, N. D. D., & Rubio, A. E. (2026) · Array · doi:10.1016/j.array.2026.100802 · Cited by 1

A New Taxonomy of Web Search: A User-Centered Framework for Search Intent in the AI Era

Lichtenegger, E., Urman, A., & Hannák, A. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3791050 · Cited by 4

How Does Prompt Anchoring Affect Large Language Model Outputs?

Kim, E. (2026) · Publications · doi:10.3390/publications14030043 · Cited by 1

From Semantic Retrieval to Conversational Agent: A Web-Based RAG Architecture for Interactive System Dynamics Modeling

Kyurkchiev, P., & Iliev, A. I. (2026) · Future Internet · doi:10.3390/fi18090481 · Cited by 1

Big Data Science Over the Past Web

Costa, M. A., & Masanés, J. (2021) · Springer eBooks · doi:10.1007/978-3-030-63291-5_21 · Cited by 1

RCES

Li, W., Choudhary, R., Younus, A., Ohana, B., Baker, N., Leen, B., & Qureshi, M. A. (2021) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/3459637.3481990 · Cited by 1

Introduction

Gao, J., Xiong, C., Bennett, P. N., & Craswell, N. (2023) · The information retrieval series · doi:10.1007/978-3-031-23080-6_1 · Cited by 1

Serendipitous Book Explorer Using Personalized Associative Dictionaries

Oikawa, T., & Sumi, Y. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-48044-7_10 · Cited by 1

Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search

Sekulić, I., Balog, K., & Crestani, F. (2024) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3627508.3638300 · Cited by 1

Tutorial on User Simulation for Evaluating Information Access Systems on the Web

Balog, K., & Zhai, C. (2024) · International World Wide Web Conference (WWW) · doi:10.1145/3589335.3641243 · Cited by 1

Adaptive Search Support for Teachers in Lesson Planning

Sebastian, R. (2024) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/3631700.3664921 · Cited by 1

Modeling Attentive Interaction Behavior for Web Content Identification in Exploratory Information Seeking

Zhu, R. H., Cheng, C., Song, Y., & Cai, Z. (2024) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3699750 · Cited by 1

Exploring the role of metacognitive abilities and trust in interaction with Generative AI

Singh, M., Maior, H. A., Wilson, M. L., & Clos, J. (2025) · ACM Conference on Conversational User Interfaces (CUI) · doi:10.1145/3719160.3737629 · Cited by 1

Bootstrapping Compositional Video Query Synthesis with Natural Language and Previous Queries from Users

Ganti, M., Zhang, E., & Bałazińska, M. (2025) · Workshop on Human-In-the-Loop Data Analytics (HILDA) · doi:10.1145/3736733.3736738 · Cited by 1

A GenAI Approach to Suggesting Broad and Narrow Queries for Exploratory Search

Khakshoor, H., & Hoeber, O. (2025) · Proceedings of the Association for Information Science and Technology · doi:10.1002/pra2.1451 · Cited by 1

A Framework for Search as Learning Experiments: Design, Implementation, and Usability Insights

Silva, J. H. N. D. O., Neto, A., Rosado, B., Machado, M. D. O. C., de Souza, J. F., & Siqueira, S. W. M. (2025) · Anais do ... Simpósio Brasileiro de Informática na Educação/Anais do Simpósio Brasileiro de Informática na Educação · doi:10.5753/sbie.2025.12265 · Cited by 1

Does It Still Make Sense? Organizing and Summarizing Resources in Cross-Session Aggregated Search

Momeni, M., & Hoeber, O. (2026) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3786304.3787873 · Cited by 1

Evaluating Knowledge Gain in Search Environments: An Exploratory Study of Learning Measurement

Tibau, M., da Silva, R. T., Siqueira, S. W. M., & Nunes, B. P. (2026) · Anais do Simpósio Brasileiro de Sistemas de Informação (SBSI) · doi:10.5753/sbsi.2026.248557 · Cited by 1

AI-mediated information intermediation in collaborative problem-solving: Effects of librarian guidance intensity and cognitive authority perceptions on student teams' creative outcomes

Li, R., & Xu, X. (2026) · Library & Information Science Research · doi:10.1016/j.lisr.2026.101415 · Cited by 1

Information Seeking Behavior in LLM-Based RAG: Mental Models and Missing Information

Sotic, B. N., & Kamps, J. (2026) · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · doi:10.1145/3805712.3808537 · Cited by 1

Analytical Search

Tu, Y. L., Miao, S., Su, W., Liu, Y., & Ai, Q. (2026) · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · doi:10.1145/3805712.3808536 · Cited by 3

Optimizing On-Site Search Engines in E-Commerce: A Data-Driven Approach to UX Design, User Behavior and Performance Optimization

Papanikolaou, K., Lazaris, C., & Katiaj, P. (2026) · Platforms · doi:10.3390/platforms4030020 · Cited by 1

Making Sense of Linked Data: A Semantic Exploration Approach

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Shifting Contexts: Relating the User, Search and System in Teaching IR

Johnson, F. (2011) · The Kluwer international series on information retrieval · doi:10.1007/978-3-642-22511-6_6 · Cited by 1

MobEx: A System for Exploratory Search on the Mobile Web

Neumann, G., & Schmeier, S. (2013) · Communications in computer and information science · doi:10.1007/978-3-642-36907-0_8 · Cited by 1

O impacto das fontes electrónicas de informação nas bibliotecas académicas portuguesas: uma avaliação quantitativa

Melo, L. B., & Pires, C. P. (2009) · Imprensa da Universidade de Coimbra eBooks · doi:10.14195/978-989-26-0869-3_13 · Cited by 1

Visualizing Search Results as Web Conversations

Kelkar, S., John, A., & Seligmann, D. D. (2009) · Cited by 1

eTourism: Multimedia Brochures and Communication Chains

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Effectively Managing and Processing Personal Learning Content

Sieber, S., & Henrich, A. (2009) · Lecture notes in computer science · doi:10.1007/978-3-642-03426-8_43 · Cited by 1

Towards Detecting Wikipedia Task Contexts

Knäusl, H., Elsweiler, D., & Ludwig, B. (2012) · University of Regensburg Publication Server (University of Regensburg) · doi:10.5283/epub.28412 · Cited by 1

Search Result Clustering Based on Query Context

Meina, M., & Nguyen, H. S. (2015) · Fundamenta Informaticae · doi:10.3233/fi-2015-1179 · Cited by 1

Multi-select faceted navigation based on minimum description length principle

He, C., Cheng, X., Guo, J., & Shen, H. (2011) · International Joint Conference on Artificial Intelligence · doi:10.5591/978-1-57735-516-8/ijcai11-284 · Cited by 1

An Analysis of Human-to-Human Dialogs and Its Application to Assist Visually-Impaired People

Nishimoto, T., & Watanabe, T. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-70540-6_120 · Cited by 1

Combining Faceted Search and Query Languages for the Semantic Web

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Gamified training for vehicular user interfaces — Effects on drivers' behavior

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Social bookmarking and information seeking

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CS/IT OER

Dicheva, D., & Dichev, C. (2015) · Conference on Information Technology Education · doi:10.1145/2808006.2808019 · Cited by 1

Leveraging crowdsourced knowledge for web data clouds empowerment

Castano, S., Genta, L., & Montanelli, S. (2013) · International Conference on Research Challenges in Information Science (RCIS) · doi:10.1109/rcis.2013.6577719 · Cited by 1

Exploring evaluation criteria of social navigational tools on social media

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Exploring web neighbours in exploratory search

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Adaptive method to support effective searching over large-scale web documents

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Detecting Recurring Themes in Personal Media Collections

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Unifying the Shift and Narrow Strategies in Focus+Context Exploratory Search

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Incorporating localized information with browsing history for on-demand search

Wen, W.-H., Huang, T.-Y., & Teng, W. (2011) · IEEE International Symposium on Consumer Electronics (ISCE) · doi:10.1109/isce.2011.5973773 · Cited by 1

The Interaction Analysis of Web Collaborative Exploration Learning in Two Scenarios: Shared-Computer and One-to-One Computer

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A Cross-Modal Approach to Cleansing Weakly Tagged Images

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Exploring the Impact of Users’ Preference Diversity on Recommender System Performance

Tang, M. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-07293-7_66 · Cited by 1

Benchmarking the effectiveness of associating chains of links for exploratory semantic search

Vocht, L. D., Softic, S., Verborgh, R., Mannens, E., Ebner, M., & Rik Van De Walle, B. (2015) · Ghent University Academic Bibliography (Ghent University) · Cited by 1

Dealing with Concept Drift in Exploratory Search

Kangasrääsiö, A., Chen, Y., Głowacka, D., & Samuel Kaski, A. (2016) · ACM International Conference on Intelligent User Interfaces (IUI) · doi:10.1145/2876456.2879487 · Cited by 1

Mining Tree-Based Association Rules for XML Query Answering

Birari, A., & Gawande, R. (2013) · Cited by 1

Iterative query refinement for exploratory search in distributed heterogeneous linked data

Vocht, L. D. (2015) · Ghent University Academic Bibliography (Ghent University) · Cited by 1

Comparative Study of Search Engine Result Visualisation: Ranked Lists Versus Graphs.

Petersen, C., Lioma, C., & Simonsen, J. G. (2013) · Research at the University of Copenhagen (University of Copenhagen) · Cited by 1

Ontology-supported Exploratory Search for Physical Training Exercises.

Kotzyba, M., Ponomaryov, D. K., Low, T., Thiel, M., Glimm, B., & Nürnberger, A. (2015) · International Semantic Web Conference · Cited by 1

Linked Data and Entity Search: A Brief History and Some Ways Ahead

Alahmari, F. S., & Magee, L. (2015) · Cited by 1

Guided Exploratory Search on the Mobile Web

Neumann, G., & Schmeier, S. (2012) · International Conference on Knowledge Discovery and Information Retrieval · doi:10.5220/0004135900650074 · Cited by 1

Modeling of Complex Taxonomy: A Framework for Schema-Driven Exploratory Portal

Mainetti, L., Paiano, R., Pasanisi, S., & Vergallo, R. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-40621-3_10 · Cited by 1

Learning user‐defined, domain‐specific relations: A situated case study and evaluation in plant science

Lucic, A., & Blake, C. L. (2015) · Proceedings of the Association for Information Science and Technology · doi:10.1002/pra2.2015.145052010033 · Cited by 1

Individual Differences in Exploration and Content Curation Activities within a Cultural Heritage Digital Library.

Goodale, P. (2016) · Cited by 1

Interactive Visualization of Search Intent for Exploratory Information Retrieval

Kangasrääsiö, A., Głowacka, D., Ruotsalo, T., Peltonen, J., Eugster, M. J. A., Konyushkova, K., Athukorala, K., Kosunen, I., Reijonen, A., Myllymäki, P. J., et al. (2014) · Cited by 1

Usability Modeling of Academic Search User Interface

Chen, T., & Gross, M. R. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-58640-3_2 · Cited by 3

Towards Mining Patterns for Exploratory Search with Keval Algorithm

Sosnowski, T., & Potoniec, J. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-58694-6_27 · Cited by 1

A collaborative approach to web information foraging based on multi-agent systems

Drias, Y., & Pasi, G. (2017) · IEEE/WIC/ACM International Conference on Web Intelligence · doi:10.1145/3106426.3106533 · Cited by 1

QueryShare

Hamasaki, M., & Goto, M. (2017) · International Symposium on Open Collaboration · doi:10.1145/3125433.3125463 · Cited by 1

Interactive Data Visualization for Product Search.

Keck, M. (2017) · Cited by 1

Identification of information search strategies and their impact on learning outcome in learning‐related tasks

Zhu, H., Liu, C., & Song, X. (2018) · Proceedings of the Association for Information Science and Technology · doi:10.1002/pra2.2018.14505501194 · Cited by 1

A Brief Survey on Exploratory Search Systems

Kumari, R., & Jain, S. K. (2019) · Lecture notes in electrical engineering · doi:10.1007/978-981-13-7091-5_34 · Cited by 1

Evaluating the usefulness of citation graph and document metadata in scientific document recommendation for neophytes

Audeh, B., Beigbeder, M., Largeron, C., & Ramírez‐Cifuentes, D. (2020) · ACM Symposium on Applied Computing · doi:10.1145/3341105.3373886 · Cited by 1

Interactive visual facets to support fluid exploratory search

He, C., Micallef, L., Serim, B., Vuong, T., Ruotsalo, T., & Jacucci, G. (2022) · Journal of Visualization · doi:10.1007/s12650-022-00865-4 · Cited by 1

Formative Evaluation of Near-Semantic Search Interfaces

Hahn, J., & Diaz, C. (2013) · Internet Reference Services Quarterly · doi:10.1080/10875301.2013.856367 · Cited by 1

Enhancing Exploratory Information-Seeking through Interaction Modeling

Athukorala, K. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-08786-3_43 · Cited by 1

Evaluating Simulated User Interaction and Search Behaviour

Zerhoudi, S., Granitzer, M., Seifert, C., & Schloetterer, J. (2022) · Lecture notes in computer science · doi:10.1007/978-3-030-99739-7_28 · Cited by 4

Source Code Curation on StackOverflow: The Vesperin System

Sanchez, H. A., & Whitehead, J. (2015) · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · doi:10.1109/icse.2015.217 · Cited by 1

Fine-Grained Analysis of Similar Code Snippets

Carbonnel, J., Famelis, M., & Sahraoui, H. A. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-08129-3_1 · Cited by 1

Online health information consumers’ learning across health-related search tasks from the perspective of retrieval platform switching

Chen, Y., Lin, H., Zhang, J., & Zhao, Y. (2023) · Journal of Information Science · doi:10.1177/01655515231169961 · Cited by 1

A Tale of Two Communities: Privacy of Third Party App Users in Crowdsourcing - The Case of Receipt Transcription

Pei, W., Likhtenshteyn, Y., & Yue, C. (2023) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3610044 · Cited by 3

Toward an Educative EEG-Based neuroIIR System for Adapting Contents

Torres-García, A. A., Martínez-Santiago, F. J., Montejo‐Ráez, A., & López, L. A. U. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2275088 · Cited by 1

Generating Relevant Question Answer from Video

Bhanot, G., Pal, B., Sah, B., & Chhikara, G. (2023) · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · doi:10.1109/icccnt56998.2023.10306677 · Cited by 1

Metadatos

Miralles, S. S., & Pérez, T. S. (2023) · Anales de Documentación · doi:10.6018/analesdoc.556681 · Cited by 1

Incorporating Query Recommendation for Improving In-Car Conversational Search

Rony, M. R. A. H., Sahoo, S., Khan, A. G., Friedl, K. E., Sudhi, V., & Süß, C. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-56069-9_36 · Cited by 1

Sample, Nudge and Rank: Exploiting Interpretable GAN Controls for Exploratory Search

Liu, Y., Medlar, A. J., & Głowacka, D. (2024) · ACM International Conference on Intelligent User Interfaces (IUI) · doi:10.1145/3640543.3645156 · Cited by 3

By Gary Marchionini EXPLORATORY SEARCH: FROM FINDING TO UNDERSTANDING

(2008)

An interactive information seeking interface for exploratory search = 탐험적 검색을 위한 정보 탐색 인터페이스

Park, H.-G., & 박호건 (2008)

From Keyword Search to Exploration: Designing Future Search Interfaces for the Web

Wilson, M. L., Bill, K., schraefel, M. C., & Shneiderman, B. (2010) · Foundations and Trends® in Web Science · doi:10.1561/1800000003 · Cited by 128

Exploratory search interfaces

Yogev, S. (2014) · ACM International Conference on Intelligent User Interfaces (IUI) · doi:10.1145/2559184.2559187 · Cited by 3

Exploring the Impact of Search Interface Features on Search Tasks

Diriye, A., BLANDFORD, A. E., & Tombros, A. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-15464-5_20 · Cited by 11