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2013 Volume 5 Issue 1

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Introduction to special section on intelligent mobile knowledge discovery and management systems
Hui Xiong | Shashi Shekhar | Alexander Tuzhilin

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Mining geographic-temporal-semantic patterns in trajectories for location prediction
Josh Jia-Ching Ying | Wang-Chien Lee | Vincent S. Tseng

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A framework of traveling companion discovery on trajectory data streams
Lu-An Tang | Yu Zheng | Jing Yuan | Jiawei Han | Alice Leung | Wen-Chih Peng | Thomas La Porta

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Mondrian tree: A fast index for spatial alarm processing
Myungcheol Doo | Ling Liu

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Introduction to the special issue on social web mining
Francesco Bonchi | Wray L. Buntine | Ricard Gavaldà | Shengbo Guo

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Dynamic joint sentiment-topic model
Yulan He | Chenghua Lin | Wei Gao | Kam-Fai Wong

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Personalized emerging topic detection based on a term aging model
Mario Cataldi | Luigi Di Caro | Claudio Schifanella

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Forecasting with twitter data
Marta Arias | Argimiro Arratia | Ramon Xuriguera

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Campaign extraction from social media
Kyumin Lee | James Caverlee | Zhiyuan Cheng | Daniel Z. Sui

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Computationally efficient link prediction in a variety of social networks
Michael Fire | Lena Tenenboim-Chekina | Rami Puzis | Ofrit Lesser | Lior Rokach | Yuval Elovici

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Community detection and visualization in social networks: Integrating structural and semantic information
Juan David Cruz | Cécile Bothorel | François Poulet

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Personalized tag recommendation based on generalized rules
Luca Cagliero | Alessandro Fiori | Luigi Grimaudo

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Active learning strategies for rating elicitation in collaborative filtering: A system-wide perspective
Mehdi Elahi | Francesco Ricci | Neil Rubens

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Analyzing user behavior across social sharing environments
Pasquale De Meo | Emilio Ferrara | Fabian Abel | Lora Aroyo | Geert-Jan Houben

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Audio classification with low-rank matrix representation features
Ziqiang Shi | Jiqing Han | Tieran Zheng

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Trust and matching algorithms for selecting suitable agents
Nardine Osman | Carles Sierra | Fiona McNeill | Juan Pane | John K. Debenham

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Monitoring business constraints with the event calculus
Marco Montali | Fabrizio Maria Maggi | Federico Chesani | Paola Mello | Wil M. P. van der Aalst

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A SAT-based approach to cost-sensitive temporally expressive planning
Qiang Lu | Ruoyun Huang | Yixin Chen | You Xu | Weixiong Zhang | Guoliang Chen

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Relational term-suggestion graphs incorporating multipartite concept and expertise networks
Jyh-Ren Shieh | Ching-Yung Lin | Shun-Xuan Wang | Ja-Ling Wu

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Effective and efficient microprocessor design space exploration using unlabeled design configurations
Tianshi Chen | Yunji Chen | Qi Guo | Zhi-Hua Zhou | Ling Li | Zhiwei Xu

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Norms as a basis for governing sociotechnical systems
Munindar P. Singh

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2013 Volume 4 Issue 4

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Mining search and browse logs for web search: A Survey
Daxin Jiang | Jian Pei | Hang Li

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A survey of appearance models in visual object tracking
Xi Li | Weiming Hu | Chunhua Shen | Zhongfei Zhang | Anthony R. Dick | Anton van den Hengel

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Perspectives in semantic adaptive social web
Federica Cena | Antonina Dattolo | Pasquale Lops | Julita Vassileva

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Social semantic query expansion
Claudio Biancalana | Fabio Gasparetti | Alessandro Micarelli | Giuseppe Sansonetti

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Web media semantic concept retrieval via tag removal and model fusion
Chao Chen | Qiusha Zhu | Lin Lin | Mei-Ling Shyu

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Introduction to the special section on intelligent systems for health informatics
Chandan K. Reddy | Cristopher C. Yang

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A temporal pattern mining approach for classifying electronic health record data
Iyad Batal | Hamed Valizadegan | Gregory F. Cooper | Milos Hauskrecht

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COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems
Parisa Rashidi | Diane J. Cook

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Dealing with uncertainty: Robust workflow navigation in the healthcare domain
Hannes Wolf | Klaus Herrmann | Kurt Rothermel

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CUDIA: Probabilistic cross-level imputation using individual auxiliary information
Yubin Park | Joydeep Ghosh

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Reliable medical recommendation systems with patient privacy
T. Ryan Hoens | Marina Blanton | Aaron Steele | Nitesh V. Chawla

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Validation of an ontological medical decision support system for patient treatment using a repository of patient data: Insights into the value of machine learning
Atif Khan | John A. Doucette | Robin Cohen

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Customized prediction of respiratory motion with clustering from multiple patient interaction
Suk-Jin Lee | Yuichi Motai | Elisabeth Weiss | Shumei S. Sun

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Early prediction of the highest workload in incremental cardiopulmonary tests
Elena Baralis | Tania Cerquitelli | Silvia Chiusano | Vincenzo D'Elia | Riccardo Molinari | Davide Susta

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A semantic framework for intelligent matchmaking for clinical trial eligibility criteria
Yugyung Lee | Saranya Krishnamoorthy | Deendayal Dinakarpandian

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A machine learning approach to college drinking prediction and risk factor identification
Jinbo Bi | Jiangwen Sun | Yu Wu | Howard Tennen | Stephen Armeli

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LocateMe: Magnetic-fields-based indoor localization using smartphones
Kalyan Pathapati Subbu | Brandon Gozick | Ram Dantu

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Random walks down the mention graphs for event coreference resolution
Bin Chen | Jian Su | Chew Lim Tan

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2013 Volume 4 Issue 3

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Introduction to special section on paraphrasing
Haifeng Wang | Bill Dolan | Idan Szpektor | Shiqi Zhao

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Using targeted paraphrasing and monolingual crowdsourcing to improve translation
Philip Resnik | Olivia Buzek | Yakov Kronrod | Chang Hu | Alexander J. Quinn | Benjamin B. Bederson

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Distributional phrasal paraphrase generation for statistical machine translation
Yuval Marton

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Generating targeted paraphrases for improved translation
Nitin Madnani | Bonnie J. Dorr

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An abstractive approach to sentence compression
Trevor Cohn | Mirella Lapata

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An inference-based model of word meaning in context as a paraphrase distribution
Taesun Moon | Katrin Erk

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Paraphrase acquisition via crowdsourcing and machine learning
Steven Burrows | Martin Potthast | Benno Stein

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Multitechnique paraphrase alignment: A contribution to pinpointing sub-sentential paraphrases
Houda Bouamor | Aurélien Max | Anne Vilnat

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Introduction to the special section on intelligent systems for socially aware computing
Zhiwen Yu | Daqing Zhang | Nathan Eagle | Diane J. Cook

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Pervasive social context: Taxonomy and survey
Daniel Schuster | Alberto Rosi | Marco Mamei | Thomas Springer | Markus Endler | Franco Zambonelli

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Nontrivial landmark recommendation using geotagged photos
Yue Shi | Pavel Serdyukov | Alan Hanjalic | Martha A. Larson

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Exploring pattern-aware travel routes for trajectory search
Ling-Yin Wei | Wen-Chih Peng | Wang-Chien Lee

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Semantic trajectories: Mobility data computation and annotation
Zhixian Yan | Dipanjan Chakraborty | Christine Parent | Stefano Spaccapietra | Karl Aberer

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Connecting people through physical proximity and physical resources at a conference
Alvin Chin | Bin Xu | Hao Wang | Lele Chang | Hao Wang | Lijun Zhu

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Introduction to the special section on social computing, behavioral-cultural modeling, and prediction
Shanchieh Jay Yang | Dana S. Nau | John J. Salerno

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Optimization-based influencing of village social networks in a counterinsurgency
Benjamin W. K. Hung | Stephan E. Kolitz | Asuman E. Ozdaglar

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Markov models of social dynamics: Theory and applications
Herbert Gintis

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Using qualitative reasoning for social simulation of crowds
Natalie Fridman | Gal A. Kaminka

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Detecting changes in information diffusion patterns over social networks
Kazumi Saito | Masahiro Kimura | Kouzou Ohara | Hiroshi Motoda

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Analysis of friendship network and its role in explaining obesity
Achla Marathe | Zhengzheng Pan | Andrea Apolloni

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2013 Volume 4 Issue 2

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Introduction to the special section on agent communication
Amit K. Chopra | Alexander Artikis | Jamal Bentahar | Frank Dignum

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Research directions in agent communication
Amit K. Chopra | Alexander Artikis | Jamal Bentahar | Marco Colombetti | Frank Dignum | Nicoletta Fornara | Andrew J. I. Jones | Munindar P. Singh | Pinar Yolum

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Formalizing and verifying protocol refinements
Scott N. Gerard | Munindar P. Singh

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Constitutive and regulative specifications of commitment protocols: A decoupled approach
Matteo Baldoni | Cristina Baroglio | Elisa Marengo | Viviana Patti

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Introduction to special section on trust in multiagent systems
Rino Falcone | Munindar P. Singh

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A framework for trust modeling in multiagent electronic marketplaces with buying advisors to consider varying seller behavior and the limiting of seller bids
Jie Zhang | Robin Cohen

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Building and using social structures: A case study using the agent ART testbed
Elisabetta Erriquez | Wiebe van der Hoek | Michael J. Wooldridge

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Stereotypical trust and bias in dynamic multiagent systems
Chris Burnett | Timothy J. Norman | Katia P. Sycara

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From manifesta to krypta: The relevance of categories for trusting others
Rino Falcone | Michele Piunti | Matteo Venanzi | Cristiano Castelfranchi

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Introduction to the special section on intelligent tutoring and coaching systems
Qing Li | Xiangfeng Luo | Liu Wenyin | Cristina Conati

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Tractable POMDP representations for intelligent tutoring systems
Jeremiah T. Folsom-Kovarik | Gita Sukthankar | Sae Lynne Schatz

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LONET: An interactive search network for intelligent lecture path generation
Neil Y. Yen | Timothy K. Shih | Qun Jin

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Personalized reading support for second-language web documents
Yo Ehara | Nobuyuki Shimizu | Takashi Ninomiya | Hiroshi Nakagawa

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Research commentary: Intelligent systems and technology for integrative and predictive medicine: An ACP approach
Fei-Yue Wang | Pak-Kin Wong

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A parts-based approach for automatic 3D shape categorization using belief functions
Hedi Tabia | Mohamed Daoudi | Jean-Philippe Vandeborre | Olivier Colot

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Learning image-to-class distance metric for image classification
Zhengxiang Wang | Yiqun Hu | Liang-Tien Chia

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A fully online and unsupervised system for large and high-density area surveillance: Tracking, semantic scene learning and abnormality detection
Xuan Song | Xiaowei Shao | Quanshi Zhang | Ryosuke Shibasaki | Huijing Zhao | Jinshi Cui | Hongbin Zha

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A conformant planner based on approximation: CpA(H)
Vien Tran | Khoi Nguyen | Tran Cao Son | Enrico Pontelli

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2013 Volume 4 Issue 1

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Introduction to the special section on twitter and microblogging services
Irwin King | Wolfgang Nejdl

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A content-driven framework for geolocating microblog users
Zhiyuan Cheng | James Caverlee | Kyumin Lee

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Named entity recognition for tweets
Xiaohua Liu | Furu Wei | Shaodian Zhang | Ming Zhou

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Improving recency ranking using twitter data
Yi Chang | Anlei Dong | Pranam Kolari | Ruiqiang Zhang | Yoshiyuki Inagaki | Fernando Diaz | Hongyuan Zha | Yan Liu

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Lexical normalization for social media text
Bo Han | Paul Cook | Timothy Baldwin

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Reorder user's tweets
Keyi Shen | Jianmin Wu | Ya Zhang | Yiping Han | Xiaokang Yang | Li Song | Xiao Gu

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Introduction to the special section on social recommender systems
Ido Guy | Li Chen | Michelle X. Zhou

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Social factors in group recommender systems
Lara Quijano Sánchez | Juan A. Recio-García | Belén Díaz-Agudo | Guillermo Jiménez-Díaz

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Generating virtual ratings from chinese reviews to augment online recommendations
Weishi Zhang | Guiguang Ding | Li Chen | Chunping Li | Chengbo Zhang

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An approach to social recommendation for context-aware mobile services
Claudio Biancalana | Fabio Gasparetti | Alessandro Micarelli | Giuseppe Sansonetti

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Improving recommendation accuracy based on item-specific tag preferences
Fatih Gedikli | Dietmar Jannach

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A modified random walk framework for handling negative ratings and generating explanations
Yu-Chih Chen | Yu-Shi Lin | Yu-Chun Shen | Shou-De Lin

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Movie recommendation in context
Alan Said | Shlomo Berkovsky | Ernesto William De Luca

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An empirical comparison of social, collaborative filtering, and hybrid recommenders
Alejandro Bellogín | Iván Cantador | Fernando Díez | Pablo Castells | Enrique Chavarriaga

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Social temporal collaborative ranking for context aware movie recommendation
Nathan Nan Liu | Luheng He | Min Zhao

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Mining contextual movie similarity with matrix factorization for context-aware recommendation
Yue Shi | Martha A. Larson | Alan Hanjalic

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Mathematical description and analysis of adaptive risk choice behavior
Isamu Okada | Hitoshi Yamamoto

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An online system for multiple interacting targets tracking: Fusion of laser and vision, tracking and learning
Xuan Song | Huijing Zhao | Jinshi Cui | Xiaowei Shao | Ryosuke Shibasaki | Hongbin Zha