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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Harnessing Web 2.0 for Context-Aware Learning

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Text Network Exploration via Heterogeneous Web of Topics

He, J., Huang, Y., Liu, C., Shen, J., Jia, Y., & Wang, X. (2016) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2016.0022 · Cited by 4

Exploring Online Programming-Related Information Seeking Behaviors via Discussion Forums

Lu, Y., Hsiao, I., & Li, Q. (2016) · IEEE International Conference on Advanced Learning Technologies (ICALT) · doi:10.1109/icalt.2016.63 · Cited by 4

SaR-Web - A Tool to Support Search as Learning Processes.

Fulantelli, G., Marenzi, I., Ahmad, Q. A. I., & Taibi, D. (2016) · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · Cited by 4

Recommending Queries by Extracting Thematic Experiences from Complex Search Tasks

Zhao, Y., Zhang, Y., Zhang, B., Gao, K., & Li, P. (2018) · Entropy · doi:10.3390/e20060459 · Cited by 3

Archetype-Based Modeling and Search of Social Media

Davis, B. D., Sedig, K., & Lizotte, D. J. (2019) · Big Data and Cognitive Computing · doi:10.3390/bdcc3030044 · Cited by 4

Cubes of Concepts: Multi-dimensional Exploration of Multi-valued Contexts

Ferré, S., Allard, P., & Ridoux, O. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-29892-9_14 · Cited by 4

Dynamic Linking of Web Resources: Customisation and Personalisation

Yeşilada, Y., Bechhofer, S., & Horan, B. (2008) · Studies in computational intelligence · doi:10.1007/978-3-540-76361_1 · Cited by 4

Supporting architecture education using the MACE system

Wolpers, M., Memmel, M., & Stefaner, M. (2010) · International Journal of Technology Enhanced Learning · doi:10.1504/ijtel.2010.031264 · Cited by 4

Recommending Scientific Videos Based on Metadata Enrichment Using Linked Open Data

Medrek, J., Otto, C., & Ewerth, R. (2018) · Lecture notes in computer science · doi:10.1007/978-3-030-00066-0_25 · Cited by 4

Information Exploration in Search Computing

Bozzon, A., Brambilla, M., Ceri, S., & Fraternali, P. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-19668-3_2 · Cited by 4

Linking Textual Resources to Support Information Discovery

Knoth, P. (2015) · Open Research Online (The Open University) · doi:10.21954/ou.ro.0000a6b5 · Cited by 4

Beyond Text Queries and Ranked Lists: Faceted Search in Library Catalogs

Niu, X. (2019) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/gbb8-zp35 · Cited by 4

Linkage Discovery with Glossaries

Segall, R. S., & Lu, S. (2014) · IGI Global eBooks · doi:10.4018/978-1-4666-5202-6.ch128 · Cited by 4

Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search TasksPreprint

Sarrafzadeh, B., Roegiest, A., & Lank, E. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2005.01716 · Cited by 4

Unveiling Information Through Narrative In Conversational Information Seeking

Javadi, V. S., Trippas, J. R., & Flek, L. (2024) · ACM Conference on Conversational User Interfaces (CUI) · doi:10.1145/3640794.3665884 · Cited by 3

From Queries to Candidates: Exploring Search and Source Interaction Behavior of Recruiters

Bogers, T., Kaya, M., & Gäde, M. (2025) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3698204.3716450 · Cited by 3

Discovery work-space design to explore semantically aggregated graph-cluster spaces of multimedia document results

Rashid, U., & Khan, A. R. (2025) · Behaviour and Information Technology · doi:10.1080/0144929x.2025.2532151 · Cited by 3

Understanding User Preferences for Interaction Styles in Conversational Recommender System: The Predictive Role of System Qualities, User Experience, and Traits

Mahmud, R., Berkovsky, S., Prasad, M., & Kocaballi, A. B. (2025) · Australian Conference on Human-Computer Interaction (OzCHI) · doi:10.1145/3764687.3764722 · Cited by 3

Bridging the Data Discovery Gap: User-Centric Recommendations for Research Data Repositories

Wu, M., Löffler, F., Mathiak, B., Psomopoulos, F., Schindler, U. G., Aryan, A., Sempere, J. B., Čulina, A., Czerniak, A., Erdmann, C. C., et al. (2026) · Data Science Journal · doi:10.5334/dsj-2026-006 · Cited by 3

Using the Social of Tagging: The Interplay of Social Tags and the Strength of Association in Navigation and Learning Processes

Held, C., & Creß, U. (2010) · eScholarship (California Digital Library) · Cited by 3

Examining and Supporting Laypeople's Learning in Online Health Information Seeking

Chi, Y. (2019) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3295750.3298975 · Cited by 3

How to Organize Digital Tools to Help Scholars in Digital Humanities Research?

Liu, S., & Wang, J. (2020) · ACM/IEEE Joint Conference on Digital Libraries · doi:10.1145/3383583.3398615 · Cited by 3

Using Data-Prompted Interviews in Interactive Information Retrieval Research

Cole, A. W., & O'Brien, H. (2023) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3576840.3578285 · Cited by 3

Query-to- Vis: Conceptualization of a Broad-coverage Automated Visualization Pipeline

Eliseeva, U., Heiß, S., & Nazemi, K. (2024) · International Conference on Information Visualisation (IV) · doi:10.1109/iv64223.2024.00038 · Cited by 3

Clouding Services for Linked Data Exploration

Castano, S., Ferrara, A., & Montanelli, S. (2012) · Notes on numerical fluid mechanics and multidisciplinary design · doi:10.1007/978-3-642-31095-9_32 · Cited by 3

Investigating User Search Tactic Patterns and System Support in Using Digital Libraries.

Joo, S. (2013) · UWM Digital Commons (University of Wisconsin–Milwaukee) · Cited by 3

Finding a needle in a haystack : new ways to search and browse on Scratch

Carini, G. (2012) · Cited by 3

EPISOSE: An Epistemology-Based Social Search Framework for Exploratory Information Seeking

Mao, Y., Shen, H., & Sun, C. (2010) · IFIP International Federation for Information Processing/IFIP · doi:10.1007/978-3-642-15231-3_21 · Cited by 3

Exploratory search interfaces

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

INDREX

Kilias, T., Löser, A., & Andritsos, P. (2013) · ACM International Workshop on Data Warehousing and OLAP (DOLAP) · doi:10.1145/2513190.2513196 · Cited by 3

Exploratory Semantic Video Search with yovisto

Sack, H., & Waitelonis, J. (2010) · IEEE International Conference on Semantic Computing (ICSC) · doi:10.1109/icsc.2010.98 · Cited by 3

Interactive sensemaking in authorship networks

Vandeputte, B., Duval, E., & Klerkx, J. (2011) · ACM International Conference on Interactive Tabletops and Surfaces (ITS) · doi:10.1145/2076354.2076398 · Cited by 3

A field study on the usability of a nearby search app for finding and exploring places and events

Knip, F., Bikar, C., Pfister, B., Opitz, B., Sztyler, T., Jess, M., & Ansgar Scherp, A. (2014) · International Conference on Mobile and Ubiquitous Multimedia (MUM) · doi:10.1145/2677972.2677992 · Cited by 3

Time shifting patterns in browsing and search behavior for catch-up TV on the web

Rautiainen, M., Heikkinen, A., Sarvanko, J., Chorianopoulos, K., Kostakos, V., & Ylianttila, M. (2013) · European Conference on Interactive TV and Video (EuroITV) · doi:10.1145/2465958.2465965 · Cited by 3

Designing for Information Discovery: User Needs Analysis

Conaway, A. M., Pikas, C. K., McLean, U. E., Morris, S. D., Palmer, L. A., Rosman, L. M., Sears, S. A., Uzelac, E., Woodson, S. E., Milton, J., et al. (2010) · Johns Hopkins APL technical digest · Cited by 3

Making Sense of Open Data Statistics with Information from Wikipedia

Hienert, D., Wegener, D., & Schomisch, S. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-40511-2_23 · Cited by 3

Towards understanding digital information discovery and curation

Voyloshnikova, E., & Storey, M. (2014) · Computer Science and Software Engineering · Cited by 3

Metadata literacy: an analysis of metadata awareness in college students

Mitchell, E. T. (2010) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/jn1v-yz04 · Cited by 3

Visual user interface to supporting information seeking behavior in context searching

Moriyama, Y., Matsushita, M., & Takama, Y. (2015) · Conference on Technologies and Applications of Artificial Intelligence (TAAI) · doi:10.1109/taai.2015.7407103 · Cited by 3

Self-Regulated Learning with Graphical Overviews: When Spatial Information Detracts from Learning

Davies, S. R., Butcher, K. R., & Stevens, C. (2013) · eScholarship (California Digital Library) · Cited by 3

Combining Concept Learning and Probabilistic Information Retrieval Model to Understand User’s Searching Intent in OWL Knowledge Base

Yuan, L. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-97289-3_6 · Cited by 3

Understandings of Exploratory Search for Educational Search Engine

Guemmat, K. E., & Ouahabi, S. (2019) · Turkish Online Journal of Distance Education · doi:10.17718/tojde.557857 · Cited by 3

Improving Big Data Technologies with Visual Faceted Search

Mahdi, M. N., Ahmad, A. R., Ismail, R., & Subhi, M. A. (2020) · International Conference on Information Technology and Multimedia (ICIMU) · doi:10.1109/icimu49871.2020.9243380 · Cited by 3

The Semantic Framework of Library Intelligent Question Answering System Based on Exploratory Search Behavior

Qian, Y. (2022) · International Conference on Computer Communication and Artificial Intelligence (CCAI) · doi:10.1109/ccai55564.2022.9807737 · Cited by 3

BookSampo Fiction Literature Knowledge Graph Revisited: Building a Faceted Search Interface with Seamlessly Integrated Data-Analytic Tools

Eero Hyvönen, A., Ahola, A., & Ikkala, E. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-16802-4_54 · Cited by 3

Formal Concept Analysis for Trace Clustering in Process Mining

Boukhetta, S. E., & Trabelsi, M. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-40960-8_7 · Cited by 3

A Method for Analyzing Navigation Flows of Health Website Users Seeking Complex Health Information with Google Analytics

Pang, P. C., Munsie, M., & Chang, S. (2023) · Informatics · doi:10.3390/informatics10040080 · Cited by 3

Toward a conceptual framework characterizing the interplay of interest development, information search, and knowledge construction (ISK) in Children’s learning

Jung, Y. J., & Liu, J. (2024) · Aslib Journal of Information Management · doi:10.1108/ajim-01-2024-0041 · Cited by 3

Identifying search patterns in an image‐based digital library

Han, H., & Wolfram, D. (2014) · Proceedings of the American Society for Information Science and Technology · doi:10.1002/meet.2014.14505101082 · Cited by 3

BubbleNet: An innovative exploratory search and summarization interface with applicability in health social media

Mohajeri, S., Samuel, H., Zalane, O. R., & Rafiei, D. (2016) · International Conference on Digital Economy (ICDEc) · doi:10.1109/icdec.2016.7563143 · Cited by 3

An Alternative Approach to Exploring a Video

Salim, F. A., Haider, F., Conlan, O., & Luz, S. F. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-66429-3_10 · Cited by 3

On Effective Dynamic Search in Specialized Domains

Moraes, F., Santos, R. L. T., & Ziviani, N. (2017) · ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · doi:10.1145/3121050.3121065 · Cited by 3

Intelligent Visual Analytics – a Human-Adaptive Approach for Complex and Analytical Tasks

Nazemi, K. (2017) · Advances in intelligent systems and computing · doi:10.1007/978-3-319-73888-8_29 · Cited by 3

Inferring user's search activity using interaction logs and gaze data

Schwerdt, J., Kotzyba, M., & Nürnberger, A. (2017) · doi:10.1109/companion.2017.8287075 · Cited by 3

Supporting Relevance Feedback with Concept Learning for Semantic Information Retrieval in Large OWL Knowledge Base

Yuan, L. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-97289-3_5 · Cited by 3

Similarity Search Techniques in Exploratory Search: A Review

Mahdi, M. N., Ahmad, A. R., & Ismail, R. (2018) · IEEE Region 10 Conference (TENCON) · doi:10.1109/tencon.2018.8650257 · Cited by 3

Predicting Search Intent Based on In-Search Context for Exploratory Search

Singh, V. (2019) · International Journal of Advanced Pervasive and Ubiquitous Computing · doi:10.4018/ijapuc.2019070104 · Cited by 3

Corpus-Level End-to-End Exploration for Interactive Systems

Tang, Z., & Yang, G. H. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v34i03.5635 · Cited by 3

Improving Result Diversity Using Query Term Proximity in Exploratory Search

Singh, V., & Dave, M. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-37188-3_5 · Cited by 3

A multimedia document browser based on multilayer networks

Renoust, B., Ren, H., Mélançon, G., Viaud, M.-L., & Satoh, S. (2020) · Multimedia Tools and Applications · doi:10.1007/s11042-020-09872-9 · Cited by 3

Exploratory Search on the Top of DBpedia Chapters with the Discovery Hub Application

Marie, N., Gandon, F. L., & Ribière, M. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-41242-4_45 · Cited by 3

Towards Understanding and Supporting Exploratory Searches

Soufan, A. (2023) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3576840.3578304 · Cited by 3

Co-embedding Multi-type Data for Information Fusion and Visual Analytics

Choi, D., Drake, B. L., & Park, H. (2023) · International Conference on Information Fusion (FUSION) · doi:10.23919/fusion52260.2023.10224157 · Cited by 4

Exploration cycle finding a better dining experience: a framework of meal-plates

Takahashi, C., Matsushita, M., & Yamanishi, R. (2023) · Procedia Computer Science · doi:10.1016/j.procs.2023.10.283 · Cited by 3

A Little Interaction Can Go a Long Way: Enriching the Query Formulation Process

Diriye, A., Tombros, A., & BLANDFORD, A. E. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-28997-2_57 · Cited by 3

A Continuum between Browsing and Query-Based Search for User-Centered Multimedia Information Access

Ah-Pine, J., Renders, J.-M., & Viaud, M.-L. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-18449-9_10 · Cited by 3

Navigation Leads Selection Considering Navigational Value of Keywords

Móro, R., & Bieliková, M. (2015) · International World Wide Web Conference (WWW) · doi:10.1145/2740908.2742764 · Cited by 3

A Social-Knowledge-Directed Query Suggestion Approach for Exploratory Search

Mao, Y., Shen, H., & Sun, C. (2011) · International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) · doi:10.1109/cyberc.2011.11 · Cited by 3

A Visual Exploratory Search Engine Solution Based on Cloud Computing

Tang, J., Tang, X., & Chen, D. (2012) · International Conference on Cloud and Green Computing · doi:10.1109/cgc.2012.97 · Cited by 3

Evolving In Step or Poles Apart?

Koç-Michalska, K., & Lilleker, D. G. (2014) · International Journal of E-Politics · doi:10.4018/ijep.2014010103 · Cited by 3

Visualflamenco: Dependable, interactive image browsing based on visual properties

Muller, W., Zech, M., Henrich, A., & Blank, D. (2008) · International Workshop on Content-Based Multimedia Indexing (CBMI) · doi:10.1109/cbmi.2008.4564998 · Cited by 3

Learning Through Collaborative Information Seeking

Knight, S., & Littleton, K. (2015) · Computer supported cooperative work · doi:10.1007/978-3-319-18988-8_6 · Cited by 3

Faceted Search in Library Catalogs

Niu, X. (2013) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1876-0562(2013)0000007013 · Cited by 3

Personalized Faceted Navigation in Semantically Enriched Information Spaces

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Telling How to Narrow it Down

Dehghani, M., Jagfeld, G., Azarbonyad, H., Olieman, A., Kamps, J., & Marx, M. (2017) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3020165.3022155 · Cited by 3

HiveRel

Yogev, S., Shani, G., & Tractinsky, N. (2017) · doi:10.1145/3038462.3038473 · Cited by 3

The Individual in the Data — the Aspect of Personal Relevance in Designing Casual Data Visualisations

Meier, S., & Glinka, K. (2017) · i-com · doi:10.1515/icom-2017-0025 · Cited by 3

Multi-Target Search on Semantic Associations in Linked Data

Zhang, X., Lin, E., & Lv, Y. (2017) · International Journal on Semantic Web and Information Systems · doi:10.4018/ijswis.2018010103 · Cited by 3

Investigating the Effectiveness of Narrative Relations for the Exploration of Cultural Heritage Archives

Damiano, R. (2019) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/3314183.3323870 · Cited by 3

An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases

Wang, C., Xie, M., Bhowmick, S. S., Choi, B. K. K., Xiao, X., & Zhou, S. (2019) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2019.00168 · Cited by 3

Context modelling for serendipitous discoveries in exploratory mobile search over social media

Cifuentes, J. D. M. (2013) · Electronic workshops in computing · doi:10.14236/ewic/fdia2013.3 · Cited by 3

Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers

Burmeister, J., Bernard, J., May, T., & Kohlhammer, J. (2019) · Workshop on Visual Analytics in Healthcare (VAHC) · doi:10.1109/vahc47919.2019.8945040 · Cited by 3

Supporting Information Access and Sensemaking in Digital Cultural Heritage Environments

Goodale, P., Clough, P. D., Hall, M. M., Stevenson, M., Fernie, K., & Griffiths, J. R. (2014) · Communications in computer and information science · doi:10.1007/978-3-319-08425-1_13 · Cited by 3

Leveraging User Inspiration with Microblogging-Driven Exploratory Search

Taramigkou, M., Paraskevopoulos, F., Bothos, E., Apostolou, D., & Mentzas, G. N. (2014) · Lecture notes in business information processing · doi:10.1007/978-3-319-07869-4_22 · Cited by 3

Designing for Consumer Search Behaviour

Russell‐Rose, T., & Makri, S. (2012) · Goldsmiths Research Online · Cited by 3

Defining and Applying a Language for Discovery

Russell‐Rose, T., Lamantia, J., & Makri, S. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-12093-5_1 · Cited by 3

Efficient automatic search query formulation using phrase‐level analysis

Sangaralingam, K., Bao, Y., Datta, A., VanderMeer, D. E., & Dutta, K. (2014) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.23022 · Cited by 3

Towards a model of implicit feedback for Web search

Fu, X. (2009) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.21198 · Cited by 3

Influence of Task Type and User Group on Web-based Information Seeking Behavior:

Takaku, M., Egusa, Y., Terai, H., Saito, H., Miwa, M., & Kando, N. (2010) · Joho Chishiki Gakkaishi · doi:10.2964/jsik.20-026 · Cited by 3

Measuring context relevance for adaptive semantics visualizations

Nazemi, K., Kuijper, A., Hutter, M., Kohlhammer, J., & Fellner, D. W. (2014) · International Conference on Knowledge Management and Knowledge Technologies · doi:10.1145/2637748.2638416 · Cited by 3

Model-Based Frameworks for User Adapted Information Exploration: An Overview

Kotzyba, M., Gossen, T., Stober, S., & Nürnberger, A. (2017) · Cognitive technologies · doi:10.1007/978-3-319-43665-4_3 · Cited by 3

Inter-Disciplinary Research on Inquiry and Learning

Reynolds, R. B., & Hansen, P. (2018) · Conference on Human Information Interaction and Retrieval · doi:10.1145/3176349.3176884 · Cited by 3

GeoSneakPique: Visual Autocompletion for Geospatial Queries

Setlur, V., Battersby, S. E., & Wong, T. (2021) · Visualization · doi:10.1109/vis49827.2021.9623324 · Cited by 3

Improving Reachability and Navigability in Recommender SystemsPreprint

Lamprecht, D., Strohmaier, M., & Helić, D. (2015) · arXiv (Cornell University) · doi:10.48550/arxiv.1507.08120 · Cited by 3

The Tetris model of the information seeking process

Wilson, M. L. (2009) · ePrints Soton (University of Southampton) · Cited by 3

In Pursuit of Image: How We Think About Photographs We Seek

Oyarce, S. (2012) · doi:10.12794/metadc115133 · Cited by 3

Supporting file sharing through improved awareness

Whalen, T. (2008) · Cited by 3

Towards Personalized and Human-in-the-Loop Document SummarizationPreprint

Ghodratnama, S. (2021) · arXiv (Cornell University) · doi:10.25949/20506932 · Cited by 5

Visualizing media with interactive multiplex networks

Ren, H. (2019) · doi:10.70675/bb8770abz6e87z4c82z8ec4z873c8a6a5636 · 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