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Exploratory search: from finding to understanding
Abstract
Research tools critical for exploratory search success involve the creation of new interfaces that move the process beyond predictable fact retrieval.
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Metadata
- Authors
- Marchionini, G.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Corresponding author
- Marchionini, Gary
- ORCID
- Marchionini, Gary
- Venue
- Communications of the ACM
- Published
- 2006-04
- Volume
- 49
- Issue
- 4
- Pages
- 41-46
- ISSN
- 0001-0782 (ISSN-L)
- 1557-7317
- OpenAlex
- W2037802158
- Semantic Scholar
- b40567c71269c01c57330cce321d9147bc62a2e8
- Cited by
- 1,506
- References
- 13
- Citations by year
- 2026: 69 · 2025: 66 · 2024: 62 · 2023: 55 · 2022: 56 · 2021: 71 · 2020: 70 · 2019: 76 · 2018: 69 · 2017: 89 · 2016: 98 · 2015: 105 · 2014: 113 · 2013: 94 · 2012: 119
- FWCI
- 132.02
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Communications of the ACM (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Information Retrieval and Search Behavior
- Physical Sciences › Computer Science › Computer Graphics and Computer-Aided Design › Data Visualization and Analytics
- Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
- Keywords
- exploratory search, information retrieval interfaces, search tools, fact retrieval, information seeking
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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