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  1. Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics (ESIDA '17)
  2. Exploring Scientific Literature Search through Topic Models
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From Search to Discovery with Visual Exploration Tools
A Survey of Definitions and Models of Exploratory Search
Personalization in the Context of Relevance-Based Visualization
Visual Exploration of Network Hostile Behavior
Visual Exploration of Large Scatter Plot Matrices by Pattern Recommendation based on Eye Tracking
Music Exploration by Impression Based Interaction
HiveRel: Towards Focused Knowledge Acquisition
EulerianGrapher: Text Visualisation at the Level of Character N--grams based on Eulerian Graphs
VIQS: Visual Interactive Exploration of Query Semantics
Exploring Scientific Literature Search through Topic Models
Visual Exploration and Analysis of Recommender Histories: A Web-Based Approach Using WebGL
Active Learning with Visualization for Text Data
Exploring and Summarizing Document Colletions with Multiple Coordinated Views

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Exploring Scientific Literature Search through Topic Models

Content Provider ACM Digital Library
Author Ilves, Kalle Sorkhei, Amin Glowacka, Dorota
Abstract With the fast growing amount of scientific literature, browsing through it can be a dicult task: formulating a precise query may be problematic as new research areas emerge quickly and different terms are often used to describe the same concept. To tackle some of these issues, we built a system for exploratory scientific search based on topic models. An initial short user study shows that through visualizing the relationship between keyphrases, documents and authors, the system allows the user to better explore the document search space compared to traditional systems based solely on search query.
Starting Page 65
Ending Page 68
Page Count 4
File Format PDF
ISBN 9781450349031
DOI 10.1145/3038462.3038464
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2017-03-13
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Topic models Exploratory search
Content Type Text
Resource Type Article
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