ACM Transactions on Information Systems (TOIS) (2017)

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2017 Volume 36 Issue 1

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Comparing the Archival Rate of Arabic, English, Danish, and Korean Language Web Pages.
Lulwah M. Alkwai|Michael L. Nelson|Michele C. Weigle
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Learning to Align Comments to News Topics.
Lei Hou|Juanzi Li|Xiaoli Li|Jie Tang|Xiaofei Guo
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GVoS: A General System for Near-Duplicate Video-Related Applications on Storm.
Jiawei Jiang|Yunhai Tong|Hua Lu|Bin Cui|Kai Lei|Lele Yu
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Inferring Dynamic User Interests in Streams of Short Texts for User Clustering.
Shangsong Liang|Zhaochun Ren|Yukun Zhao|Jun Ma|Emine Yilmaz|Maarten de Rijke
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Search Result Diversification in Short Text Streams.
Shangsong Liang|Emine Yilmaz|Hong Shen|Maarten de Rijke|W. Bruce Croft
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Clustered Elias-Fano Indexes.
Giulio Ermanno Pibiri|Rossano Venturini
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IDF for Word N-grams.
Masumi Shirakawa|Takahiro Hara|Shojiro Nishio
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SWIM: Stepped Weighted Shell Decomposition Influence Maximization for Large-Scale Networks.
Ali Vardasbi|Heshaam Faili|Masoud Asadpour
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Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency.
Xiang Wang|Liqiang Nie|Xuemeng Song|Dongxiang Zhang|Tat-Seng Chua
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Yum-Me: A Personalized Nutrient-Based Meal Recommender System.
Longqi Yang|Cheng-Kang Hsieh|Hongjian Yang|John P. Pollak|Nicola Dell|Serge J. Belongie|Curtis L. Cole|Deborah Estrin

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2017 Volume 36 Issue 2

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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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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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AWARE: Exploiting Evaluation Measures to Combine Multiple Assessors.
Marco Ferrante|Nicola Ferro|Maria Maistro
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What Does Affect the Correlation Among Evaluation Measures?
Nicola Ferro
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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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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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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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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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Local Representative-Based Matrix Factorization for Cold-Start Recommendation.
Lei Shi|Wayne Xin Zhao|Yi-Dong Shen
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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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Modeling and Mining Domain Shared Knowledge for Sentiment Analysis.
Guangyou Zhou|Jimmy Xiangji Huang

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2017 Volume 35 Issue 3

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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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Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification.
Minlie Huang|Qiao Qian|Xiaoyan Zhu
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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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Inverted Treaps.
Roberto Konow|Gonzalo Navarro|Charles L. A. Clarke|Alejandro López-Ortiz
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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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On Crowdsourcing Relevance Magnitudes for Information Retrieval Evaluation.
Eddy Maddalena|Stefano Mizzaro|Falk Scholer|Andrew Turpin
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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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Incorporating User Expectations and Behavior into the Measurement of Search Effectiveness.
Alistair Moffat|Peter Bailey|Falk Scholer|Paul Thomas
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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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Search Result Prefetching on Desktop and Mobile.
Ryen W. White|Fernando Diaz|Qi Guo
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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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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
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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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2017 Volume 35 Issue 4

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Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition.
Luka Bradesko|Michael Witbrock|Janez Starc|Zala Herga|Marko Grobelnik|Dunja Mladenic
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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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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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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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Mining Exploratory Behavior to Improve Mobile App Recommendations.
Jiangning He|Hongyan Liu
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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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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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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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Collaborative Intent Prediction with Real-Time Contextual Data.
Yu Sun|Nicholas Jing Yuan|Xing Xie|Kieran McDonald|Rui Zhang
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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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Understanding the Purpose of Permission Use in Mobile Apps.
Haoyu Wang|Yuanchun Li|Yao Guo|Yuvraj Agarwal|Jason I. Hong
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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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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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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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Version-Aware Rating Prediction for Mobile App Recommendation.
Yuan Yao|Wayne Xin Zhao|Yaojing Wang|Hanghang Tong|Feng Xu|Jian Lu