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Automating Quantitative Narrative Analysis of News Data
Published on Nov 11, 20119293 Views
We present a working system for large scale quantitative narrative analysis (QNA) of news corpora, which includes various recent ideas from text mining and pattern analysis in order to solve a problem
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Chapter list
Automating Quantitative Narrative Analysis of News Data00:00
Overview00:26
Introduction (1)01:01
Introduction (2)01:51
Goals02:44
Related Work04:12
System Pipeline04:57
News Article: Perry criticizes Obama for "dangerous" Mideast policy05:59
Identifying Co-references (1)06:08
Resolve Co-references (2)06:21
Identifying Pronouns referring each other06:44
Performing Anaphora Resolution06:52
Minipar Parser – by Dekang Lin, 1998 (1)07:21
Minipar Parser – by Dekang Lin, 1998 (2)08:21
Extracting Triplets08:58
Identify Key Actors and Actions (1)09:30
Identify Key Actors and Actions (2)10:48
Triplet Networks11:26
Triplet Network: 2002 (1)12:59
Triplet Network: 2002 (2)13:50
Triplet Network: 2002 (3)14:09
Network Analysis (1)15:03
Network Analysis (2)16:18
Top 10 Most Central Actors: 200216:35
Spheres of Interaction16:53
Top 10 Ranked Subjects/Objects: 200217:57
Time Series Analysis - Actors18:47
Time Series Analysis - Actions19:41
Subject/Object Bias of Actors20:26
Subject/Object Bias of Actors: 200221:21
Conclusion & Future Work22:01
More to come..23:20
Thank You24:15