AutoMap User's Guide 2012

reportActive / Technical Report | Accession Number: ADA563083 | Open PDF

Abstract:

AutoMap is an advanced text mining system. It operates in 4 modes. First, it can do classical content analysis i.e. concepts and their frequency. Second, it extracts the semantic network i.e. concepts and their relation to each other. Third, it cross classifies the concepts into their ontological categories such as agents and locations which results in meta-network. This includes, e.g. the social network. Fourth, it utilizes post processing to infer various aspects of sentiment.

Author(s):
Carley, Kathleen M. ; Columbus, Dave ; Azoulay, Ariel
Author Organization(s):
CARNEGIE-MELLON UNIV PITTSBURGH PA INST OF SOFTWARE RESEARCH INTERNAT
Supplementary Note:
This report/document supersedes CMU-ISR-11-108R "AutoMap User s Guide 2011", June 2011. Supported in part by ONR under contract N00014-08-1-1223, N00014-09-1-0667, AFOSR under contract FA9550-05-1-0388, DTRA under contract HDTRA11010102, ARO under contract W911NF-09-1-0273 and ARI under contract W91WAW-07-C-0063. DOI: 10.21236/ADA563083
Pagination:
0256

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:
Approved For Public Release
Distribution Statement:
Approved For Public Release; Distribution Is Unlimited.

RECORD

Collection: TR
Identifying Numbers
Report Number(s):
CMU-ISR-12-106
Contract/Grant Number(s):
N00014-08-1-1186, N00014-06-1-0104
Monitor Series:
ONR
 Subject Terms
Joint Capability Areas:
JCA_1_Force Support; JCA_1.2_Force Preparation; JCA_1.2.6_Concepts; JCA_8_Building Partnerships; JCA_8.2_Shape; JCA_8.2.3_Build the Capabilities and Capacities of Partners and Institutions; JCA_6_Net Centric; JCA_5_Command and Control; JCA_6.1.3_Switching and Routing; JCA_6.1_Information Transport; JCA_5.3_Planning; JCA_5.3.2_Apply Situational Understanding; JCA_5.2_Understand; JCA_5.2.2_Develop Knowledge and Situational Awareness; JCA_5.5.2_Task; JCA_5.5_Direct; JCA_1.2.3_Educating; JCA_1.2.5_Lessons Learned; JCA_8.1_Communicate; JCA_1.3_Human Capital Management; JCA_8.1.1_Inform Domestic and Foreign Audiences
Modernization Areas:
Fully Networked C3; AI and Machine Learning
Communities of Interest:
Engineered Resilient Systems
Descriptor(s):
*NETWORK ANALYSIS(MANAGEMENT), DATA MINING, SEMANTICS, USER MANUALS
Field(s)/Group(s):
Administration and Management
Keyword(s):
SEMANTIC NETWORK ANALYSIS, DYNAMIC NETWORK ANALYSIS, MENTAL MODES, SOCIAL NETWORKS, AUTOMAP
Report Date:
2012 Jun 11
Creation Date:
2012 Aug 29