VisIRR: Visual Analytics for Information Retrieval and Recommendation with Large-Scale Document Data

被引：0

作者：

Choo, Jaegul ^{[1
]}

Lee, Changhyun ^{[2
]}

Kim, Hannah ^{[1
]}

Lee, Hanseung ^{[3
]}

Liu, Zhicheng ^{[4
]}

Kannan, Ramakrishnan ^{[1
]}

Stolper, Charles D. ^{[1
]}

Stasko, John ^{[1
]}

Drake, Barry L. ^{[5
]}

Park, Haesun ^{[1
]}

机构：

[1] Georgia Inst Technol, Atlanta, GA 30332 USA

[2] Google Inc, Menlo Pk, CA USA

[3] Univ Maryland, College Pk, MD 20742 USA

[4] Adobe Res, San Jose, CA USA

[5] Georgia Tech Res Inst, Atlanta, GA 30332 USA

来源：

2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST) | 2014年

关键词：

Recommendation; document analysis; dimension reduction; clustering; information retrieval; scatter plot;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We present VisIRR, an interactive visual information retrieval and recommendation system for large-scale document data. Starting with a query, VisIRR visualizes the retrieved documents in a scatter plot along with their topic summary. Next, based on interactive personalized preference feedback on the documents, VisIRR collects and visualizes potentially relevant documents out of the entire corpus so that an integrated analysis of both retrieved and recommended documents can be performed seamlessly.

引用

页码：243 / 244

页数：2

共 4 条

[1] UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
Choo, Jaegul
Lee, Changhyun
Reddy, Chandan K.
Park, Haesun
[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2013, 19 (12) : 1992 - 2001
[2] The heat kernel as the pagerank of a graph
Chung, Fan
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (50) : 19735 - 19740
[3] Jaegul Choo, 2009, Proceedings of the 2009 IEEE Symposium on Visual Analytics Science and Technology. VAST 2009. Held co-jointly with VisWeek 2009, P67, DOI 10.1109/VAST.2009.5332629
[4] Wise J. A., 1995, Proceedings. Information Visualization (Cat. No.95TB100000), P51, DOI 10.1109/INFVIS.1995.528686

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