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ACM Transactions on Information Systems (2017)

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2017 Volume 36 Issue 2

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Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings
Chenliang Li | Yu Duan | Haoran Wang | Zhiqian Zhang | Aixin Sun | Zongyang Ma

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Using Replicates in Information Retrieval Evaluation
Ellen M. Voorhees | Daniel Samarov | Ian Soboroff

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Fast and Flexible Top-k Similarity Search on Large Networks
Jing Zhang | Jie Tang | Cong Ma | Hanghang Tong | Yu Jing | Juanzi Li | Walter Luyten | Marie-Francine Moens

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Social Influence Spectrum at Scale: Near-Optimal Solutions for Multiple Budgets at Once
Hung T. Nguyen | Preetam Ghosh | Michael L. Mayo | Thang N. Dinh

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Active Learning for Classification with Maximum Model Change
Wenbin Cai | Yexun Zhang | Ya Zhang | Siyuan Zhou | Wenquan Wang | Zhuoxiang Chen | Chris H. Q. Ding

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DBpedia-Based Entity Linking via Greedy Search and Adjusted Monte Carlo Random Walk
Ming Liu | Lei Chen | Bingquan Liu | Guidong Zheng | Xiaoming Zhang

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Parallelization of Massive Textstream Compression Based on Compressed Sensing
Min Peng | Wang Gao | Hua Wang | Yanchun Zhang | Jiajia Huang | Qianqian Xie | Gang Hu | Gang Tian

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Modeling and Mining Domain Shared Knowledge for Sentiment Analysis
Guangyou Zhou | Jimmy Xiangji Huang

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What Does Affect the Correlation Among Evaluation Measures?
Nicola Ferro

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AWARE: Exploiting Evaluation Measures to Combine Multiple Assessors
Marco Ferrante | Nicola Ferro | Maria Maistro

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Understanding and Leveraging the Impact of Response Latency on User Behaviour in Web Search
Xiao Bai | Ioannis Arapakis | Berkant Barla Cambazoglu | Ana Freire

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Local Representative-Based Matrix Factorization for Cold-Start Recommendation
Lei Shi | Wayne Xin Zhao | Yi-Dong Shen

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2017 Volume 35 Issue 4

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Search, Mining, and Their Applications on Mobile Devices: Introduction to the Special Issue
Hongning Wang | Rui Li | Milad Shokouhi | Hang Li | Yi Chang

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Collaborative Intent Prediction with Real-Time Contextual Data
Yu Sun | Nicholas Jing Yuan | Xing Xie | Kieran McDonald | Rui Zhang

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A Time-Aware Personalized Point-of-Interest Recommendation via High-Order Tensor Factorization
Xin Li | Mingming Jiang | Huiting Hong | Lejian Liao

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Mining Exploratory Behavior to Improve Mobile App Recommendations
Jiangning He | Hongyan Liu

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Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition
Luka Bradesko | Michael J. Witbrock | Janez Starc | Zala Herga | Marko Grobelnik | Dunja Mladenic

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Search by Screenshots for Universal Article Clipping in Mobile Apps
Kazutoshi Umemoto | Ruihua Song | Jian-Yun Nie | Xing Xie | Katsumi Tanaka | Yong Rui

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User Modeling on Demographic Attributes in Big Mobile Social Networks
Yuxiao Dong | Nitesh V. Chawla | Jie Tang | Yang Yang | Yang Yang

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A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories
Cheng Yang | Maosong Sun | Wayne Xin Zhao | Zhiyuan Liu | Edward Y. Chang

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Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts
Da Cao | Xiangnan He | Liqiang Nie | Xiaochi Wei | Xia Hu | Shunxiang Wu | Tat-Seng Chua

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Version-Aware Rating Prediction for Mobile App Recommendation
Yuan Yao | Wayne Xin Zhao | Yaojing Wang | Hanghang Tong | Feng Xu | Jian Lu

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Deriving User Preferences of Mobile Apps from Their Management Activities
Xuanzhe Liu | Wei Ai | Huoran Li | Jian Tang | Gang Huang | Feng Feng | Qiaozhu Mei

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Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data
Senzhang Wang | Xiaoming Zhang | Jianping Cao | Lifang He | Leon Stenneth | Philip S. Yu | Zhoujun Li | Zhiqiu Huang

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DeepMob: Learning Deep Knowledge of Human Emergency Behavior and Mobility from Big and Heterogeneous Data
Xuan Song | Ryosuke Shibasaki | Nicholas Jing Yuan | Xing Xie | Tao Li | Ryutaro Adachi

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Tweet Can Be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning
Aleksandr Farseev | Tat-Seng Chua

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Understanding the Purpose of Permission Use in Mobile Apps
Haoyu Wang | Yuanchun Li | Yao Guo | Yuvraj Agarwal | Jason I. Hong

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2017 Volume 35 Issue 3

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Time-Aware Click Model
Yiqun Liu | Xiaohui Xie | Chao Wang | Jian-Yun Nie | Min Zhang | Shaoping Ma

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Hilbert Exclusion: Improved Metric Search through Finite Isometric Embeddings
Richard Connor | Franco Alberto Cardillo | Lucia Vadicamo | Fausto Rabitti

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Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging
Zhongchen Miao | Kai Chen | Yi Fang | Jianhua He | Yi Zhou | Wenjun Zhang | Hongyuan Zha

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On Crowdsourcing Relevance Magnitudes for Information Retrieval Evaluation
Eddy Maddalena | Stefano Mizzaro | Falk Scholer | Andrew Turpin

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Targeted Advertising in Public Transportation Systems with Quantitative Evaluation
Dongxiang Zhang | Long Guo | Liqiang Nie | Jie Shao | Sai Wu | Heng Tao Shen

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Re-Finding Behaviour in Vertical Domains
Seyedeh Sargol Sadeghi | Roi Blanco | Peter Mika | Mark Sanderson | Falk Scholer | David Vallet

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Inverted Treaps
Roberto Konow | Gonzalo Navarro | Charles L. A. Clarke | Alejandro López-Ortiz

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Search Result Prefetching on Desktop and Mobile
Ryen W. White | Fernando Diaz | Qi Guo

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Incorporating User Expectations and Behavior into the Measurement of Search Effectiveness
Alistair Moffat | Peter Bailey | Falk Scholer | Paul Thomas

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Improving the Quality of Recommendations for Users and Items in the Tail of Distribution
Liang Hu | Longbing Cao | Jian Cao | Zhiping Gu | Guandong Xu | Jie Wang

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Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification
Minlie Huang | Qiao Qian | Xiaoyan Zhu

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Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval
Dongxiang Zhang | Liqiang Nie | Huanbo Luan | Kian-Lee Tan | Tat-Seng Chua | Heng Tao Shen

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Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications
Dongxiang Zhang | Yuchen Li | Ju Fan | Lianli Gao | Fumin Shen | Heng Tao Shen