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Simple Search
Hits 1 – 9 of 9
1
gSpan: Graph-Based Substructure Pattern Mining
Xifeng Yan
;
Jiawei Han
In: http://www-faculty.cs.uiuc.edu/~hanj/pdf/icdm02_gspan.pdf (2002)
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2
on the paper ”OPINOSIS- A Graph-Based Approach to Abstractive Summarization of Highly Redundant Opinions” by
Kavita Ganesan
;
Chengxiang Zhai
;
Jiawei Han
...
In: http://www.mpi-inf.mpg.de/departments/d5/teaching/ws10_11/hir/reports/CosminaCroitoru.pdf
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3
� Problems
Kavita Ganesan
;
Chengxiang Zhai
;
Jiawei Han
In: http://kavita-ganesan.com/sites/default/files/opinosis-presentation.ppt.pdf
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4
Semantic Frame-Based Document Representation for Comparable Corpora
Hyungsul Kim
;
Xiang Ren
;
Yizhou Sun
...
In: http://web.engr.illinois.edu/~hanj/pdf/icdm13_hkim.pdf
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5
iTopicModel: Information Network-Integrated Topic Modeling
Yizhou Sun
;
Jiawei Han
;
Jing Gao
...
In: http://www.cs.uiuc.edu/homes/hanj/pdf/icdm09_ysun.pdf
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6
Content Coverage Maximization on Word Networks for Hierarchical Topic Summarization
Chi Wang
;
Chengxiang Zhai
;
Xiao Yu
;
Jiawei Han
;
Yanen Li
In: http://www.cs.uiuc.edu/homes/hanj/pdf/cikm13_cwang.pdf
Abstract:
This paper studies text summarization by extracting hierarchical topics from a given collection of documents. We propose a new approach of text modeling via network analysis. We convert documents into a word influence network, and find the words summarizing the major topics with an efficient influence maximization algorithm. Besides, the influence capability of the topic words on other words in the network reveal the relations among the topic words. Then we cluster the words and build hierarchies for the topics. Experiments on large collections of Web documents show that a simple method based on the influence analysis is effective, compared with existing generative topic modeling and random walk based ranking.
Keyword:
Data Mining General Terms Algorithms
;
Document and Text Processing
;
Experimentation Keywords Information Coverage
;
H.2.8 [Database Applications
;
I.7 [Computing Methodologies
;
Keyword Extraction
;
Text Summarization
;
Topic Hierarchy
URL:
http://www.cs.uiuc.edu/homes/hanj/pdf/cikm13_cwang.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.384.8917
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7
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding
Dian Yu
;
Hongzhao Huang
;
Taylor Cassidy
...
In: http://aclweb.org/anthology/C/C14/C14-1149.pdf
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8
SCENE: Structural Conversation Evolution NEtwork
Marina Danilevsky
;
Joshua Hailpern
;
Jiawei Han
In: http://www.cs.uiuc.edu/%7Ehanj/pdf/asonam11_mdanilevsky.pdf
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9
Exploiting Background Information Networks to Enhance Bilingual Event Extraction Through Topic Modeling
Hao Li
;
Heng Ji
;
Hongbo Deng
...
In: http://www.thinkmind.org/download.php?articleid=immm_2011_1_40_20203
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