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1
An Annotation Framework for Dense Event Ordering
In: DTIC (2014)
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2
Intelligence after Intellipedia: Improving the Push Pull Balance with a Social Networking Utility
In: DTIC (2010)
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3
Connotative Meaning of Military Chat Communications
In: DTIC (2009)
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4
Patent Retrieval in Chemistry based on Semantically Tagged Named Entities
In: DTIC (2009)
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5
IIT Kharagpur at TREC 2008 Blog Track
In: DTIC (2008)
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6
Enabling Bottom-Up Intelligence Reporting
In: DTIC (2008)
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7
A Prototype of Multilevel Data Integration in the MYSEA Testbed
In: DTIC (2007)
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8
Assessment of Breadth and Utility of India's Research Literature (2005-2006)
In: DTIC (2007)
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9
Text Mining the Biomedical Literature
In: DTIC (2007)
Abstract: Text mining of the biomedical literature provides patterns of relationships among concepts, people, and institutions, offering enhanced medical/technical intelligence unobtainable by other means. This report describes myriad text mining capabilities. Section 1 covers biomedical knowledge management, the role of text mining in knowledge management, and describes the cultural changes and global agreements required to allow the full power and capabilities of text mining to be utilized. The next two sections address information retrieval issues. Section 2 describes the extraction of useful information from the published biomedical literature. Section 3 describes the information content in different record fields in a major medical database. The next four sections address computational linguistics issues, especially related to identifying patterns and relationships in text. Section 4 outlines a family of methods for generating radical biomedical discovery from the literature. Section 5 shows how increasing specialization within the biomedical community creates roadblocks for the acceleration of radical discovery, and recommends ways to eliminate these roadblocks. Section 6 describes the detection of unexpected asymmetries from the biomedical literature, with a specific example on bilateral organ cancer incidence asymmetry detection. Section 7 describes a unique approach for removing words/phrases of low technical content and improving the quality of the resulting technical taxonomies. Section 8 describes the use and misuse of citation analysis in biomedical text mining. Section 9 describes citation mining. Section 10 describes the use of citation analysis to evaluate the quality of research performers. Section 11 shows a systematic approach for defining the seminal literature of any biomedical topic. Sections 12 and 13 describe the differences between highly and poorly cited biomedical articles, with specific case studies from leading medical journals.
Keyword: *ARTIFICIAL INTELLIGENCE; *BIOMEDICINE; *CITATION ANALYSIS; *COMPUTATIONAL LINGUISTICS; *INFORMATION RETRIEVAL; *KNOWLEDGE MANAGEMENT; *SCIENTIFIC LITERATURE; *TEXT MINING; ASYMMETRY; ASYMMETRY DETECTION; BIBLIOGRAPHIES; BIBLIOMETRICS; CASE STUDIES; CITATION MINING; Cybernetics; DATA BASES; EXTRACTION; IMAGE PROCESSING; INFORMATION EXTRACTION; INFORMATION PROCESSING; Information Science; INFORMATION TECHNOLOGY; LEARNING MACHINES; Linguistics; LITERATURE-ASSISTED DISCOVERY; LITERATURE-BASED DISCOVERY; MEDICAL DATABASES; MEDICAL JOURNALS; Medicine and Medical Research; METRICS; PATTERN RECOGNITION; PERIODICALS; QUALITY; TAXONOMY
URL: http://www.dtic.mil/docs/citations/ADA473638
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA473638
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10
Ontology for the Gridded Met Database
In: DTIC (2007)
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11
A Hybrid Approach for QA Track Definitional Questions
In: DTIC (2006)
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12
Assessment of India's Research Literature
In: DTIC (2006)
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13
Structure of the Anthrax Research Literature
In: DTIC (2006)
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14
PROxy Based Estimation (PROBE) for SQL
In: DTIC (2006)
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15
Intelligence Base: Strategic Instrument of an Organisation
In: DTIC (2006)
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16
Study of Attrition Documentation at the U.S. Navy Recruit Training Command
In: DTIC (2006)
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17
Using Web Services To Enhance Geographic Information Systems
In: DTIC (2006)
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18
The European Server for Ionospheric Specification and Forecasting: Final Results from DIAS Project
In: DTIC (2006)
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19
Science and Technology Text Mining: Wireless LANS
In: DTIC AND NTIS (2005)
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20
A Smarter Intelink: Intelligence Information Management to Support the Operational Commander
In: DTIC (2005)
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