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1	Making Semantic Information Work Effectively for Degraded Environments
	Bryant, Jason; Paulini, Matthew
	In: DTIC (2013)
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2	Accelerating Exploitation of Low-grade Intelligence through Semantic Text Processing of Social Media
	Kase, Sue E
	In: DTIC (2013)
	Abstract: Social media will play a key role in many areas of intelligence operations with the development of knowledge extraction analytics. The data contained within these social networking services present many challenges, but the value obtained from detecting subtle and hidden information exchanges and environmental observations are vast. The analytics that will drive social media knowledge exploitation include advanced text processing technologies allowing multi-faceted concept or frame-based queries within a familiar search engine interface for users who are not expert analysts or who may be operating with limited intelligence resources in disadvantaged information collection situations. In this paper, we demonstrate constructing frame-based semantic search queries using models of concepts and roles extracted from social media content. This approach to searching allows intuitive query formulations requiring less up-front knowledge of the search parameters. We demonstrate this semantic search capability by querying over seven million tweets captured during the Arab Spring uprisings. ; Presented at the 18th International Command and Control Research and Technology Symposium (ICCRTS) C2 in Underdeveloped, Degraded and Denied Operational Environments held in Alexandria, VA, on 19-21 June 2013.
	Keyword: EGYPT UPRISINGS; INFORMATION RETRIEVAL; INTELLIGENCE; INTELLIGENCE EXPLOITATION; INTERNET; ONLINE COMMUNITIES; POLITICAL REVOLUTION; SEMANTIC TEXT PROCESSING; SEMANTICS; SOCIAL MEDIA; *TEXT PROCESSING; ADVANCED ANALYTICS; ARAB SPRING TWEETS; ARAB SPRING UPRISINGS; BRIEFING CHARTS; Computer Systems; CONTOUR; EGYPT; EXTRACTION; FRAME-BASED SEMANTIC SEARCH QUERIES; FRAMENET-BASED SEMANTIC SEARCHING; Government and Political Science; GOVERNMENT(FOREIGN); INFORMATION EXTRACTION; Information Science; INTERACTIONS; INTERPERSONAL RELATIONS; KNOWLEDGE EXPLOITATION; Linguistics; LOW-GRADE INTELLIGENCE; Psychology; ROLES(BEHAVIOR); SITUATIONAL AWARENESS; SOCIAL NETWORKS; SYMPOSIA; TAHRIR SQUARE(EGYPT); TWITTER; WORDS(LANGUAGE)
	URL: http://www.dtic.mil/docs/citations/ADA587022 http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA587022
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3	QUT Para at TREC 2012 Web Track: Word Associations for Retrieving Web Documents
	Symonds, Mike; Zuccon, Guido; Koopman, Bevan...
	In: DTIC (2012)
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4	Speaker Clustering for a Mixture of Singing and Reading (Preprint)
	Mehrabani, Mahnoosh; Hansen, John H
	In: DTIC (2012)
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5	SAWUS: Siena's Automatic Wikipedia Update System
	Tompkins, Carl; Witter, Zachary; Small, Sharon G
	In: DTIC (2012)
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6	Entity List Completion Using Set Expansion Techniques
	Dalvi, Bhavana; Callan, Jamie; Cohen, William
	In: DTIC (2011)
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7	Related Entity Finding: University of Waterloo at TREC 2010 Entity Track
	Vechtomova, Olga
	In: DTIC (2010)
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8	RMIT University at TREC 2009: Web Track
	Garcia, Steven
	In: DTIC (2009)
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9	A Novel Framework for Related Entities Finding: ICTNET at TREC 2009 Entity Track
	Zhai, Haijun; Cheng, Xueqi; Guo, Jiafeng...
	In: DTIC (2009)
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10	Relevance Feedback based on Constrained Clustering: FDU at TREC 09
	Wang, Bingqing; Huang, Xuanjing
	In: DTIC (2009)
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11	A Journey in Entity Related Retrieval for TREC 2009
	Pamarthi, Jagadish; Zhou, Guangxu; Bayrak, Coskun
	In: DTIC (2009)
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12	ICTNET at Web Track 2009 Diversity task
	Bi, Wenjing; Yu, Xiaoming; Liu, Yue...
	In: DTIC (2009)
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13	Lucene for n-grams using the ClueWeb Collection
	Newby, Gregory B.; Fallen, Chris; McCormick, Kylie
	In: DTIC (2009)
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14	BIT at TREC 2009 Faceted Blog Distillation Task
	Jiang, Peng; Yang, Qing; Zhang, Chunxia...
	In: DTIC (2009)
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15	Sparse Matrix Factorization: Applications to Latent Semantic Indexing
	Moulding, Erin; Kontostathis, April; Spiteri, Raymond J.
	In: DTIC (2009)
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16	IRRA at TREC 2009: Index Term Weighting based on Divergence From Independence Model
	Dincer, Bekir T.; Kocabase, Ilker; Karaoglan, Bahar
	In: DTIC (2009)
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17	Delft University at the TREC 2009 Entity Track: Ranking Wikipedia Entities
	Serdyukov, Pavel; de Vries, Arjen
	In: DTIC (2009)
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18	POSTECH at TREC 2009 Blog Track: Top Stories Identification
	Lee, Yeha; Jung, Hun-young; Song, Woosang...
	In: DTIC (2009)
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19	Entity Retrieval by Hierarchical Relevance Model, Exploiting the Structure of Tables and Learning Homepage Classifiers
	Fang, Yi; Si, Luo; Yu, Zhengtao...
	In: DTIC (2009)
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20	University of Padua at TREC 2009: Relevance Feedback Track
	Di Buccio, Emanuele; Melucci, Massimo
	In: DTIC (2009)
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