ACM Transactions on Intelligent Systems and Technology, Volume 4

Volume 4, Number 1, January 2013

Special Section on Twitter and Microblogging Services

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  Irwin King, Wolfgang Nejdl:
  Introduction to the special section on twitter and microblogging services. 1:1-1:2
• 
  Zhiyuan Cheng, James Caverlee, Kyumin Lee:
  A content-driven framework for geolocating microblog users. 2:1-2:27
• 
  Xiaohua Liu, Furu Wei, Shaodian Zhang, Ming Zhou:
  Named entity recognition for tweets. 3:1-3:15
• 
  Yi Chang, Anlei Dong, Pranam Kolari, Ruiqiang Zhang, Yoshiyuki Inagaki, Fernando Diaz, Hongyuan Zha, Yan Liu:
  Improving recency ranking using twitter data. 4:1-4:24
• 
  Bo Han, Paul Cook, Timothy Baldwin:
  Lexical normalization for social media text. 5:1-5:27
• 
  Keyi Shen, Jianmin Wu, Ya Zhang, Yiping Han, Xiaokang Yang, Li Song, Xiao Gu:
  Reorder user's tweets. 6:1-6:17

Special Section on Social Recommender Systems

• 
  Ido Guy, Li Chen, Michelle X. Zhou:
  Introduction to the special section on social recommender systems. 7:1-7:2
• 
  Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz:
  Social factors in group recommender systems. 8:1-8:30
• 
  Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li, Chengbo Zhang:
  Generating virtual ratings from chinese reviews to augment online recommendations. 9:1-9:17
• 
  Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, Giuseppe Sansonetti:
  An approach to social recommendation for context-aware mobile services. 10:1-10:31
• 
  Fatih Gedikli, Dietmar Jannach:
  Improving recommendation accuracy based on item-specific tag preferences. 11:1-11:19
• 
  Yu-Chih Chen, Yu-Shi Lin, Yu-Chun Shen, Shou-De Lin:
  A modified random walk framework for handling negative ratings and generating explanations. 12:1-12:21

Special Section on CAMRa2010: Movie Recommendation in Context

• 
  Alan Said, Shlomo Berkovsky, Ernesto William De Luca:
  Movie recommendation in context. 13:1-13:9
• 
  Alejandro Bellogín, Iván Cantador, Fernando Díez, Pablo Castells, Enrique Chavarriaga:
  An empirical comparison of social, collaborative filtering, and hybrid recommenders. 14:1-14:29
• 
  Nathan Nan Liu, Luheng He, Min Zhao:
  Social temporal collaborative ranking for context aware movie recommendation. 15:1-15:26
• 
  Yue Shi, Martha A. Larson, Alan Hanjalic:
  Mining contextual movie similarity with matrix factorization for context-aware recommendation. 16:1-16:19
• 
  Isamu Okada, Hitoshi Yamamoto:
  Mathematical description and analysis of adaptive risk choice behavior. 17:1-17:21
• 
  Xuan Song, Huijing Zhao, Jinshi Cui, Xiaowei Shao, Ryosuke Shibasaki, Hongbin Zha:
  An online system for multiple interacting targets tracking: Fusion of laser and vision, tracking and learning. 18:1-18:21

Volume 4, Number 2, March 2013

Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems, and research commentary
1 - Special Section on Agent Communication

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  Amit K. Chopra, Alexander Artikis, Jamal Bentahar, Frank Dignum:
  Introduction to the special section on agent communication. 19:1
• 
  Amit K. Chopra, Alexander Artikis, Jamal Bentahar, Marco Colombetti, Frank Dignum, Nicoletta Fornara, Andrew J. I. Jones, Munindar P. Singh, Pinar Yolum:
  Research directions in agent communication. 20:1-20:23
• 
  Scott N. Gerard, Munindar P. Singh:
  Formalizing and verifying protocol refinements. 21:1-21:27
• 
  Matteo Baldoni, Cristina Baroglio, Elisa Marengo, Viviana Patti:
  Constitutive and regulative specifications of commitment protocols: A decoupled approach. 22:1-22:25

2 - Special Section on Trust in Multiagent Systems

• 
  Rino Falcone, Munindar P. Singh:
  Introduction to special section on trust in multiagent systems. 23:1-23:2
• 
  Jie Zhang, Robin Cohen:
  A framework for trust modeling in multiagent electronic marketplaces with buying advisors to consider varying seller behavior and the limiting of seller bids. 24:1-24:22
• 
  Elisabetta Erriquez, Wiebe van der Hoek, Michael J. Wooldridge:
  Building and using social structures: A case study using the agent ART testbed. 25:1-25:20
• 
  Chris Burnett, Timothy J. Norman, Katia P. Sycara:
  Stereotypical trust and bias in dynamic multiagent systems. 26:1-26:22
• 
  Rino Falcone, Michele Piunti, Matteo Venanzi, Cristiano Castelfranchi:
  From manifesta to krypta: The relevance of categories for trusting others. 27:1-27:24

3 - Special Section on Intelligent Tutoring and Coaching Systems

• 
  Qing Li, Xiangfeng Luo, Liu Wenyin, Cristina Conati:
  Introduction to the special section on intelligent tutoring and coaching systems. 28:1-28:2
• 
  Jeremiah T. Folsom-Kovarik, Gita Sukthankar, Sae Lynne Schatz:
  Tractable POMDP representations for intelligent tutoring systems. 29:1-29:22
• 
  Neil Y. Yen, Timothy K. Shih, Qun Jin:
  LONET: An interactive search network for intelligent lecture path generation. 30:1-30:27
• 
  Yo Ehara, Nobuyuki Shimizu, Takashi Ninomiya, Hiroshi Nakagawa:
  Personalized reading support for second-language web documents. 31:1-31:19
• 
  Fei-Yue Wang, Pak-Kin Wong:
  Research commentary: Intelligent systems and technology for integrative and predictive medicine: An ACP approach. 32:1-32:6
• 
  Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot:
  A parts-based approach for automatic 3D shape categorization using belief functions. 33:1-33:16
• 
  Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia:
  Learning image-to-class distance metric for image classification. 34:1-34:22
• 
  Xuan Song, Xiaowei Shao, Quanshi Zhang, Ryosuke Shibasaki, Huijing Zhao, Jinshi Cui, Hongbin Zha:
  A fully online and unsupervised system for large and high-density area surveillance: Tracking, semantic scene learning and abnormality detection. 35:1-35:21
• 
  Vien Tran, Khoi Nguyen, Tran Cao Son, Enrico Pontelli:
  A conformant planner based on approximation: CpA(H). 36:1-36:38

Volume 4, Number 3, June 2013

Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
1 - Special Section on Paraphrasing

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  Haifeng Wang, Bill Dolan, Idan Szpektor, Shiqi Zhao:
  Introduction to special section on paraphrasing. 37:1-37:2
• 
  Philip Resnik, Olivia Buzek, Yakov Kronrod, Chang Hu, Alexander J. Quinn, Benjamin B. Bederson:
  Using targeted paraphrasing and monolingual crowdsourcing to improve translation. 38:1-38:21
• 
  Yuval Marton:
  Distributional phrasal paraphrase generation for statistical machine translation. 39:1-39:32
• 
  Nitin Madnani, Bonnie J. Dorr:
  Generating targeted paraphrases for improved translation. 40:1-40:25
• 
  Trevor Cohn, Mirella Lapata:
  An abstractive approach to sentence compression. 41:1-41:35
• 
  Taesun Moon, Katrin Erk:
  An inference-based model of word meaning in context as a paraphrase distribution. 42:1-42:28
• 
  Steven Burrows, Martin Potthast, Benno Stein:
  Paraphrase acquisition via crowdsourcing and machine learning. 43:1-43:21
• 
  Houda Bouamor, Aurélien Max, Anne Vilnat:
  Multitechnique paraphrase alignment: A contribution to pinpointing sub-sentential paraphrases. 44:1-44:27

2 - Special Section on Intelligent Systems for Socially Aware Computing

• 
  Zhiwen Yu, Daqing Zhang, Nathan Eagle, Diane J. Cook:
  Introduction to the special section on intelligent systems for socially aware computing. 45:1-45:3
• 
  Daniel Schuster, Alberto Rosi, Marco Mamei, Thomas Springer, Markus Endler, Franco Zambonelli:
  Pervasive social context: Taxonomy and survey. 46:1-46:22
• 
  Yue Shi, Pavel Serdyukov, Alan Hanjalic, Martha A. Larson:
  Nontrivial landmark recommendation using geotagged photos. 47:1-47:27
• 
  Ling-Yin Wei, Wen-Chih Peng, Wang-Chien Lee:
  Exploring pattern-aware travel routes for trajectory search. 48:1-48:25
• 
  Zhixian Yan, Dipanjan Chakraborty, Christine Parent, Stefano Spaccapietra, Karl Aberer:
  Semantic trajectories: Mobility data computation and annotation. 49:1-49:38
• 
  Alvin Chin, Bin Xu, Hao Wang, Lele Chang, Hao Wang, Lijun Zhu:
  Connecting people through physical proximity and physical resources at a conference. 50:1-50:21

3 - Special Section on Social Computing, Behavioral-Cultural Modeling, and Prediction

• 
  Shanchieh Jay Yang, Dana S. Nau, John J. Salerno:
  Introduction to the special section on social computing, behavioral-cultural modeling, and prediction. 51:1-51:2
• 
  Benjamin W. K. Hung, Stephan E. Kolitz, Asuman E. Ozdaglar:
  Optimization-based influencing of village social networks in a counterinsurgency. 52:1-52:22
• 
  Herbert Gintis:
  Markov models of social dynamics: Theory and applications. 53:1-53:19
• 
  Natalie Fridman, Gal A. Kaminka:
  Using qualitative reasoning for social simulation of crowds. 54:1-54:21
• 
  Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda:
  Detecting changes in information diffusion patterns over social networks. 55:1-55:23
• 
  Achla Marathe, Zhengzheng Pan, Andrea Apolloni:
  Analysis of friendship network and its role in explaining obesity. 56:1-56:21

Volume 4, Number 4, September 2013

1 - Survey Papers

• 
  Daxin Jiang, Jian Pei, Hang Li:
  Mining search and browse logs for web search: A Survey. 57:1-57:37
• 
  Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony R. Dick, Anton van den Hengel:
  A survey of appearance models in visual object tracking. 58:1-58:48

2 - Special Section on the Semantic Adaptive Social Web

• 
  Federica Cena, Antonina Dattolo, Pasquale Lops, Julita Vassileva:
  Perspectives in semantic adaptive social web. 59:1-59:8
• 
  Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, Giuseppe Sansonetti:
  Social semantic query expansion. 60:1-60:43
• 
  Chao Chen, Qiusha Zhu, Lin Lin, Mei-Ling Shyu:
  Web media semantic concept retrieval via tag removal and model fusion. 61:1-61:22

3 - Special Section on Intelligent Systems for Health Informatics

• 
  Chandan K. Reddy, Cristopher C. Yang:
  Introduction to the special section on intelligent systems for health informatics. 62:1-62:3
• 
  Iyad Batal, Hamed Valizadegan, Gregory F. Cooper, Milos Hauskrecht:
  A temporal pattern mining approach for classifying electronic health record data. 63:1-63:22
• 
  Parisa Rashidi, Diane J. Cook:
  COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems. 64:1-64:20
• 
  Hannes Wolf, Klaus Herrmann, Kurt Rothermel:
  Dealing with uncertainty: Robust workflow navigation in the healthcare domain. 65:1-65:23
• 
  Yubin Park, Joydeep Ghosh:
  CUDIA: Probabilistic cross-level imputation using individual auxiliary information. 66:1-66:24
• 
  T. Ryan Hoens, Marina Blanton, Aaron Steele, Nitesh V. Chawla:
  Reliable medical recommendation systems with patient privacy. 67:1-67:31
• 
  Atif Khan, John A. Doucette, Robin Cohen:
  Validation of an ontological medical decision support system for patient treatment using a repository of patient data: Insights into the value of machine learning. 68:1-68:31
• 
  Suk-Jin Lee, Yuichi Motai, Elisabeth Weiss, Shumei S. Sun:
  Customized prediction of respiratory motion with clustering from multiple patient interaction. 69:1-69:17
• 
  Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta:
  Early prediction of the highest workload in incremental cardiopulmonary tests. 70:1-70:20
• 
  Yugyung Lee, Saranya Krishnamoorthy, Deendayal Dinakarpandian:
  A semantic framework for intelligent matchmaking for clinical trial eligibility criteria. 71:1-71:32

4 - Regular Papers

• 
  Jinbo Bi, Jiangwen Sun, Yu Wu, Howard Tennen, Stephen Armeli:
  A machine learning approach to college drinking prediction and risk factor identification. 72:1-72:24
• 
  Kalyan Pathapati Subbu, Brandon Gozick, Ram Dantu:
  LocateMe: Magnetic-fields-based indoor localization using smartphones. 73:1-73:27
• 
  Bin Chen, Jian Su, Chew Lim Tan:
  Random walks down the mention graphs for event coreference resolution. 74:1-74:20