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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 26 1 Modelling Psychological Needs for User-dependent Contextual Suggestion Xu, Di; Callan, Jamie In: DTIC (2014) Abstract: This paper presents our approach for the Contextual Suggestion track of 2014 Text REtrieval Conference (TREC). The task aims to provide recommendations on points of interests (POI) for various kinds of users under different contexts. This becomes challenging due to the limited amount of training data provided by TREC and the demanding constraints for a suggestion to be judged as relevant. Our approach does not deviate from existing Machine Learning based methods in principle, but sticks closely to the defined relevance judgement criteria, by focusing primarily on modelling users' preferences on POI categories, and investigating upon their psychological expectations on the textual descriptions of the POIs. The latter is considered as our novelty in this work. Support Vector Regression was used for suggestion ranking, an ad-hoc web information extractor was used to collect POI descriptions, and a description evaluation mechanism was engaged to select proper POI descriptions subject to the nature of the POIs. Our results suggest that our methods are effective in obtaining satisfying user-specific POI rankings and generating descriptions that meet users' psychological expectations. ; Presented at the Twenty-Third Text REtrieval Conference (TREC 2014) held in Gaithersburg, Maryland, November 19-21, 2014. The conference was co-sponsored by the National Institute of Standards and Technology (NIST) and the Defense Advanced Research Projects Agency (DARPA). Keyword: *DATA MINING; *INFORMATION RETRIEVAL; *LEARNING MACHINES; ALGORITHMS; CLASSIFICATION; COMPUTATIONAL LINGUISTICS; CONTEXT; Cybernetics; FEATURE EXTRACTION; Information Science; INFORMATION SYSTEMS; INTELLIGENT INFORMATION SYSTEMS; INTERNET; LBRS(LOCATION BASED RECOMMENDER SYSTEMS); PATTERN RECOGNITION; POI(POINT OF INTEREST); Psychology; RANKING; REGRESSION ANALYSIS; SEMANTICS; SUPPORT VECTOR MACHINES; TEXT MINING; TEXT PROCESSING; USER NEEDS; WEB CRAWLING; WIRELESS COMMUNICATIONS URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA618577 http://www.dtic.mil/docs/citations/ADA618577 BASE Hide details 2 Personal Academic Strategies for Success (PASS) Tool Administrator's User Manual Hewson, Jim H; Rice, Valerie J; Alfred, Petra In: DTIC (2013) BASE Show details 3 A Language-Independent Approach to Automatic Text Difficulty Assessment for Second-Language Learners Shen, Wade; Williams, Jennifer; Marius, Tamas... In: DTIC (2013) BASE Show details 4 United States Marine Corps Reserve First Term Attrition Characteristics Herschelman, Philip R In: DTIC (2012) BASE Show details 5 Mental Workload Manipulation Using Multiple Homogeneous Tasks: Performance Effects Colle, Herbert A. In: DTIC (2010) BASE Show details 6 Portable Language-Independent Adaptive Translation From OCR Natarajan, Prem In: DTIC (2009) BASE Show details 7 Entity Retrieval by Hierarchical Relevance Model, Exploiting the Structure of Tables and Learning Homepage Classifiers Fang, Yi; Si, Luo; Yu, Zhengtao... In: DTIC (2009) BASE Show details 8 The Next Best Alternative to an Ideal Recruit: Attrition Characteristics of Recruits with Waivers and Low Educational Credentials in the U.S. Army Sahin, Fatih; Ayhan, Serhat In: DTIC (2009) BASE Show details 9 Characteristics and Trends of Attrition from the United States Naval Academy Bishop, James W. In: DTIC (2006) BASE Show details 10 A Statistical Analysis of Individual Success after Successful Completion of Defense Language Institute Foreign Language Center Training Hinson, William B. In: DTIC AND NTIS (2005) BASE Show details 11 An Analysis of Factors Predicting Graduation of Students at Defense Language Institute Foreign Language Center Wang, Chin H. In: DTIC AND NTIS (2004) BASE Show details 12 Advanced Search Technologies for Unfamiliar Metadata Gey, Fredric C.; Chen, Hui-Min; Norgard, Barbara... In: DTIC (2001) BASE Show details 13 AASERT93. Listener Based Factors in Perception. Samuel, Arthur G. In: DTIC AND NTIS (1996) BASE Show details 14 An Evaluation of the Factors Used to Predict Writing Ability at the Air Force Institute of Technology. Farr, Darrin E. In: DTIC AND NTIS (1996) BASE Show details 15 Validation of the Armed Services Vocational Aptitude Battery (ASVAB) and the English Diagnostic Test (EDT) for the Basic Journalist (JO) Class 'A' School. Held, Janet D. In: DTIC AND NTIS (1995) BASE Show details 16 An Analysis of the Coast Guard Enlisted Attrition Rubiano, Laureano E. In: DTIC AND NTIS (1993) BASE Show details 17 An Evaluation of Individual Empowerment and Self-Efficacy on Sexual Harrassment in the Work Environment Gebhard, Rebecca A.; LaBenne, Edgar J. In: DTIC AND NTIS (1993) BASE Show details 18 Procedural Text: Predictions of Importance Ratings and Recall by Models of Text Comprehension Mills, Carol B.; Diehl, Virginia A.; Birkmire, Deborah P.... In: DTIC AND NTIS (1991) BASE Show details 19 Erythrocyte, Plasma and Blood Volume of Healthy Young Men: Relationships to Body Size and Aerobic Fitness. Sawka, Michael N.; Young, Andrew J.; Pandoif, Kent B.... In: DTIC AND NTIS (1990) BASE Show details 20 Knowledge and Ability Factors Underlying Simple Learning by Accretion Tirre, William C. In: DTIC AND NTIS (1989) BASE Show details Page: 1 2

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