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The Cartographer
A Re-classification of Information Seeking Tasks and Their Computational Solutions
September 26, 2019 Β· Declared Dead Β· π ACM Trans. Inf. Syst.
"No code URL or promise found in abstract"
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Authors
Zhiwen Tang, Grace Hui Yang
arXiv ID
1909.12425
Category
cs.AI: Artificial Intelligence
Cross-listed
cs.IR
Citations
8
Venue
ACM Trans. Inf. Syst.
Last Checked
4 months ago
Abstract
This article presents a re-classification of information seeking (IS) tasks, concepts, and algorithms. The proposed taxonomy provides new dimensions to look into information seeking tasks and methods. The new dimensions include the number of search iterations, search goal types, and procedures to reach these goals. Differences along these dimensions for the information seeking tasks call for suitable computational solutions. The article then reviews machine learning solutions that match each new category. The paper ends with a review of evaluation campaigns for IS systems.
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