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ORCID40th SIGIR 2017: Shinjuku, Tokyo, Japan
- Noriko Kando, Tetsuya Sakai, Hideo Joho, Hang Li, Arjen P. de Vries, Ryen W. White:
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017. ACM 2017, ISBN 978-1-4503-5022-8
Keynote 1
- Stephen Robertson:
Forward to the Past: Notes towards a Pre-history of Web Search. 1
Keynote 2
- Yoelle Maarek:
Mail Search: It's Getting Personal! 3
Session 1A: Evaluation 1
- Gordon V. Cormack, Maura R. Grossman:
Navigating Imprecision in Relevance Assessments on the Road to Total Recall: Roger and Me. 5-14 - Ye Chen, Ke Zhou, Yiqun Liu, Min Zhang, Shaoping Ma:
Meta-evaluation of Online and Offline Web Search Evaluation Metrics. 15-24 - Tetsuya Sakai:
The Probability that Your Hypothesis Is Correct, Credible Intervals, and Effect Sizes for IR Evaluation. 25-34 - Xiaolu Lu, Alistair Moffat, J. Shane Culpepper
:
Can Deep Effectiveness Metrics Be Evaluated Using Shallow Judgment Pools? 35-44
Session 1B: Retrieval Models and Ranking 1
- Yuxin Su, Irwin King, Michael R. Lyu:
Learning to Rank Using Localized Geometric Mean Metrics. 45-54 - Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power:
End-to-End Neural Ad-hoc Ranking with Kernel Pooling. 55-64 - Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, W. Bruce Croft:
Neural Ranking Models with Weak Supervision. 65-74
Session 1C: Document Representation and Content Analysis 1
- Suthee Chaidaroon, Yi Fang:
Variational Deep Semantic Hashing for Text Documents. 75-84 - Chuan-Ju Wang, Ting-Hsiang Wang, Hsiu-Wei Yang, Bo-Sin Chang, Ming-Feng Tsai:
ICE: Item Concept Embedding via Textual Information. 85-94 - Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, Maarten de Rijke:
Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model. 95-104 - Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves:
Stacking Bagged and Boosted Forests for Effective Automated Classification. 105-114 - Jingzhou Liu, Wei-Cheng Chang, Yuexin Wu, Yiming Yang:
Deep Learning for Extreme Multi-label Text Classification. 115-124
Session 2A: Search Interaction 1
- Ashlee Edwards, Diane Kelly:
Engaged or Frustrated?: Disambiguating Emotional State in Search. 125-134 - David Maxwell, Leif Azzopardi, Yashar Moshfeghi:
A Study of Snippet Length and Informativeness: Behaviour, Performance and User Experience. 135-144 - Bahareh Sarrafzadeh, Edward Lank:
Improving Exploratory Search Experience through Hierarchical Knowledge Graphs. 145-154 - Morgan Harvey, Matthew Pointon:
Searching on the Go: The Effects of Fragmented Attention on Mobile Web Search Tasks. 155-164 - Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa:
User Interaction Sequences for Search Satisfaction Prediction. 165-174
Session 2B: Filtering and Recommending 1
- Chunfeng Yang, Huan Yan, Donghan Yu, Yong Li, Dah Ming Chiu:
Multi-site User Behavior Modeling and Its Application in Video Recommendation. 175-184 - Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua:
Item Silk Road: Recommending Items from Information Domains to Social Users. 185-194 - Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua:
Cross-Domain Recommendation via Clustering on Multi-Layer Graphs. 195-204 - Xiang Chen, Bowei Chen, Mohan S. Kankanhalli:
Optimizing Trade-offs Among Stakeholders in Real-Time Bidding by Incorporating Multimedia Metrics. 205-214 - Rocío Cañamares, Pablo Castells:
A Probabilistic Reformulation of Memory-Based Collaborative Filtering: Implications on Popularity Biases. 215-224
Session 2C: Other Applications and Specialized Domains
- Zhaofan Qiu, Yingwei Pan, Ting Yao, Tao Mei:
Deep Semantic Hashing with Generative Adversarial Networks. 225-234 - Liu Yang, Susan T. Dumais, Paul N. Bennett, Ahmed Hassan Awadallah:
Characterizing and Predicting Enterprise Email Reply Behavior. 235-244 - Chao Zhang, Keyang Zhang, Quan Yuan, Fangbo Tao, Luming Zhang, Tim Hanratty, Jiawei Han:
ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling. 245-254 - Shuo Zhang, Krisztian Balog:
EntiTables: Smart Assistance for Entity-Focused Tables. 255-264
Session 3A: Search Interaction 2
- Jin Young Kim, Nick Craswell, Susan T. Dumais, Filip Radlinski, Fang Liu:
Understanding and Modeling Success in Email Search. 265-274 - Xiaohui Xie, Yiqun Liu, Xiaochuan Wang, Meng Wang, Zhijing Wu, Yingying Wu, Min Zhang, Shaoping Ma:
Investigating Examination Behavior of Image Search Users. 275-284 - Rishabh Mehrotra, Emine Yilmaz:
Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach. 285-294 - Kevin Ong, Kalervo Järvelin, Mark Sanderson, Falk Scholer:
Using Information Scent to Understand Mobile and Desktop Web Search Behavior. 295-304 - Bora Edizel, Amin Mantrach, Xiao Bai:
Deep Character-Level Click-Through Rate Prediction for Sponsored Search. 305-314
Session 3B: Filtering and Recommending 2
- Xu Chen, Yongfeng Zhang, Qingyao Ai, Hongteng Xu, Junchi Yan, Zheng Qin:
Personalized Key Frame Recommendation. 315-324 - Kwan Hui Lim, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie:
Personalized Itinerary Recommendation with Queuing Time Awareness. 325-334 - Jingyuan Chen, Hanwang Zhang, Xiangnan He, Liqiang Nie, Wei Liu, Tat-Seng Chua:
Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. 335-344 - Piji Li, Zihao Wang, Zhaochun Ren, Lidong Bing, Wai Lam:
Neural Rating Regression with Abstractive Tips Generation for Recommendation. 345-354 - Xiangnan He, Tat-Seng Chua:
Neural Factorization Machines for Sparse Predictive Analytics. 355-364
Session 3C: Document Representation and Content Analysis 2
- Renqin Cai, Chi Wang, Hongning Wang:
Accounting for the Correspondence in Commented Data. 365-374 - Bei Shi, Wai Lam, Shoaib Jameel, Steven Schockaert, Kwun Ping Lai:
Jointly Learning Word Embeddings and Latent Topics. 375-384 - Flavio Chierichetti, Ravi Kumar, Bo Pang:
On the Power Laws of Language: Word Frequency Distributions. 385-394
Session 4A: Evaluation 2
- Peter Bailey, Alistair Moffat, Falk Scholer, Paul Thomas:
Retrieval Consistency in the Presence of Query Variations. 395-404 - Jiepu Jiang, Daqing He, James Allan:
Comparing In Situ and Multidimensional Relevance Judgments. 405-414 - Adam Roegiest, Luchen Tan, Jimmy Lin:
Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems. 415-424 - Fan Zhang, Yiqun Liu, Xin Li, Min Zhang, Yinghui Xu, Shaoping Ma:
Evaluating Web Search with a Bejeweled Player Model. 425-434 - Cheng Luo, Yiqun Liu, Tetsuya Sakai, Fan Zhang, Min Zhang, Shaoping Ma:
Evaluating Mobile Search with Height-Biased Gain. 435-444
Session 4B: Retrieval Models and Ranking 2
- Ruey-Cheng Chen, Luke Gallagher, Roi Blanco, J. Shane Culpepper:
Efficient Cost-Aware Cascade Ranking in Multi-Stage Retrieval. 445-454 - Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, Tat-Seng Chua:
Computational Social Indicators: A Case Study of Chinese University Ranking. 455-464 - Nimrod Raifer, Fiana Raiber, Moshe Tennenholtz, Oren Kurland:
Information Retrieval Meets Game Theory: The Ranking Competition Between Documents? Authors. 465-474 - Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai:
On Application of Learning to Rank for E-Commerce Search. 475-484
Session 4C: Queries and Query Analysis
- Rafael Glater, Rodrygo L. T. Santos, Nivio Ziviani:
Intent-Aware Semantic Query Annotation. 485-494 - Craig MacDonald, Nicola Tonellotto, Iadh Ounis:
Efficient & Effective Selective Query Rewriting with Efficiency Predictions. 495-504 - Hamed Zamani, W. Bruce Croft:
Relevance-based Word Embedding. 505-514
Session 5A: Retrieval Models and Ranking 3
- Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. 515-524 - Jung Hyun Kim, Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges. 525-534 - Long Xia, Jun Xu, Yanyan Lan, Jiafeng Guo, Wei Zeng, Xueqi Cheng:
Adapting Markov Decision Process for Search Result Diversification. 535-544 - Zhengbao Jiang, Ji-Rong Wen, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue:
Learning to Diversify Search Results via Subtopic Attention. 545-554 - Rohail Syed, Kevyn Collins-Thompson:
Retrieval Algorithms Optimized for Human Learning. 555-564
Session 5B: Filtering and Recommending 3
- Sergei Ivanov, Konstantinos Theocharidis, Manolis Terrovitis, Panagiotis Karras:
Content Recommendation for Viral Social Influence. 565-574 - David Elsweiler, Christoph Trattner, Morgan Harvey:
Exploiting Food Choice Biases for Healthier Recipe Recommendation. 575-584 - Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Shunzhi Zhu, Tat-Seng Chua:
Embedding Factorization Models for Jointly Recommending Items and User Generated Lists. 585-594
Session 5C: Efficiency and Scalability
- Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen:
Classification by Retrieval: Binarizing Data and Classifiers. 595-604 - Bob Goodwin, Michael Hopcroft, Dan Luu, Alex Clemmer, Mihaela Curmei, Sameh Elnikety, Yuxiong He:
BitFunnel: Revisiting Signatures for Search. 605-614 - Giulio Ermanno Pibiri, Rossano Venturini:
Efficient Data Structures for Massive N-Gram Datasets. 615-624 - Antonio Mallia, Giuseppe Ottaviano, Elia Porciani, Nicola Tonellotto, Rossano Venturini:
Faster BlockMax WAND with Variable-sized Blocks. 625-634 - Jinfeng Li, James Cheng, Fan Yang, Yuzhen Huang, Yunjian Zhao, Xiao Yan, Ruihao Zhao:
LoSHa: A General Framework for Scalable Locality Sensitive Hashing. 635-644
Session 6A: Personalization-and Privacy
- Qingyao Ai, Yongfeng Zhang, Keping Bi, Xu Chen, W. Bruce Croft:
Learning a Hierarchical Embedding Model for Personalized Product Search. 645-654 - Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli:
Exploring User-Specific Information in Music Retrieval. 655-664 - Rachid Guerraoui, Anne-Marie Kermarrec, Mahsa Taziki:
The Utility and Privacy Effects of a Click. 665-674 - Joanna Asia Biega, Rishiraj Saha Roy, Gerhard Weikum:
Privacy through Solidarity: A User-Utility-Preserving Framework to Counter Profiling. 675-684
Session 6B: Conversations-and Question Answering
- Rui Yan, Dongyan Zhao, Weinan E:
Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System. 685-694 - Yi Tay, Minh C. Phan, Anh Tuan Luu, Siu Cheung Hui:
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. 695-704 - Vineet Kumar, Sachindra Joshi:
Incomplete Follow-up Question Resolution using Retrieval based Sequence to Sequence Learning. 705-714 - Sosuke Shiga, Hideo Joho, Roi Blanco, Johanne R. Trippas, Mark Sanderson:
Modelling Information Needs in Collaborative Search Conversations. 715-724
Session 7A: Social
- Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang:
Predicting Which Topics You Will Join in the Future on Social Media. 733-742 - Cheng Cao, Hancheng Ge, Haokai Lu, Xia Hu, James Caverlee:
What Are You Known For?: Learning User Topical Profiles with Implicit and Explicit Footprints. 743-752 - Yuan Zhang, Tianshu Lyu, Yan Zhang:
Hierarchical Community-Level Information Diffusion Modeling in Social Networks. 753-762
Session 7B: Entities
- Chenyan Xiong, Jamie Callan, Tie-Yan Liu:
Word-Entity Duet Representations for Document Ranking. 763-772 - Faegheh Hasibi, Krisztian Balog, Svein Erik Bratsberg:
Dynamic Factual Summaries for Entity Cards. 773-782 - Shoaib Jameel, Zied Bouraoui, Steven Schockaert:
MEmbER: Max-Margin Based Embeddings for Entity Retrieval. 783-792
Short Research Papers
- Luchen Tan, Gaurav Baruah, Jimmy Lin:
On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization. 793-796 - Haotian Zhang, Jinfeng Rao, Jimmy Lin, Mark D. Smucker:
Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering. 797-800 - Xiao Shen, Fu-Lai Chung, Sitong Mao:
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization. 801-804 - Daniel Valcarce, Javier Parapar, Álvaro Barreiro:
Combining Top-N Recommenders with Metasearch Algorithms. 805-808 - Jianliang Gao, Bo Song, Zheng Chen, Weimao Ke, Wanying Ding, Xiaohua Hu:
Counter Deanonymization Query: H-index Based k-Anonymization Privacy Protection for Social Networks. 809-812 - Peipei Li, Junjie Yao, Liping Wang, Xuemin Lin:
SPOT: Selecting occuPations frOm Trajectories. 813-816 - Wanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke:
Personalized Query Suggestion Diversification. 817-820 - Ying Zhang, Li Yu, Xue Zhao, Xiaojie Yuan, Lei Xu:
Weighted Domain Translation for Online News Comments Emotion Tagging. 821-824 - Cheng Wang, Jieren Zhou, Bo Yang:
From Footprint to Friendship: Modeling User Followership in Mobile Social Networks from Check-in Data. 825-828 - Yunan Ye, Zhou Zhao, Yimeng Li, Long Chen, Jun Xiao, Yueting Zhuang:
Video Question Answering via Attribute-Augmented Attention Network Learning. 829-832 - Zhou Zhao, Qifan Yang, Hanqing Lu, Min Yang, Jun Xiao, Fei Wu, Yueting Zhuang:
Learning Max-Margin GeoSocial Multimedia Network Representations for Point-of-Interest Suggestion. 833-836 - Zhuyun Dai, Yubin Kim, Jamie Callan:
Learning To Rank Resources. 837-840 - Qiang Liu, Shu Wu, Liang Wang:
DeepStyle: Learning User Preferences for Visual Recommendation. 841-844 - Darío Garigliotti, Faegheh Hasibi, Krisztian Balog:
Target Type Identification for Entity-Bearing Queries. 845-848 - Saar Kuzi, David Carmel, Alex Libov, Ariel Raviv:
Query Expansion for Email Search. 849-852 - Bevan Koopman, Liam Cripwell, Guido Zuccon:
Generating Clinical Queries from Patient Narratives: A Comparison between Machines and Humans. 853-856 - Ikumi Suzuki, Kazuo Hara:
Centered kNN Graph for Semi-Supervised Learning. 857-860 - Shenghao Liu, Bang Wang, Minghua Xu:
Event Recommendation based on Graph Random Walking and History Preference Reranking. 861-864 - Nir Levine, Haggai Roitman, Doron Cohen:
An Extended Relevance Model for Session Search. 865-868 - Haggai Roitman:
An Enhanced Approach to Query Performance Prediction Using Reference Lists. 869-872 - Azad Abad, Moin Nabi, Alessandro Moschitti:
Autonomous Crowdsourcing through Human-Machine Collaborative Learning. 873-876 - Atsushi Ushiku, Shinsuke Mori, Hirotaka Kameko, Yoshimasa Tsuruoka:
Game State Retrieval with Keyword Queries. 877-880 - Ryen W. White, Ryan Ma:
Improving Search Engines via Large-Scale Physiological Sensing. 881-884 - Jiajin Huang, Jian Wang, Ning Zhong:
A Poisson Regression Method for Top-N Recommendation. 885-888 - Yong Cheng, Fei Huang, Lian Zhou, Cheng Jin, Yuejie Zhang, Tao Zhang:
A Hierarchical Multimodal Attention-based Neural Network for Image Captioning. 889-892 - Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen:
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. 893-896 - Michael R. Evans, Dragomir Yankov, Pavel Berkhin, Pavel Yudin, Florin Teodorescu, Wei Wu:
LiveMaps: Converting Map Images into Interactive Maps. 897-900 - Nicola Ferro, Mark Sanderson:
Sub-corpora Impact on System Effectiveness. 901-904 - Maura R. Grossman, Gordon V. Cormack, Adam Roegiest:
Automatic and Semi-Automatic Document Selection for Technology-Assisted Review. 905-908 - Huasha Zhao, Luo Si, Xiaogang Li, Qiong Zhang:
Recommending Complementary Products in E-Commerce Push Notifications with a Mixture Model Approach. 909-912 - Haihui Tan, Ziyu Lu, Wenjie Li:
Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream. 913-916 - Jianlong Wu, Zhouchen Lin, Hongbin Zha:
Joint Latent Subspace Learning and Regression for Cross-Modal Retrieval. 917-920 - Jing Zhang, Victor S. Sheng, Tao Li:
Label Aggregation for Crowdsourcing with Bi-Layer Clustering. 921-924 - Yao Cheng, Xiaoou Chen, Deshun Yang, Xiaoshuo Xu:
Effective Music Feature NCP: Enhancing Cover Song Recognition with Music Transcription. 925-928 - Fei Huang, Yong Cheng, Cheng Jin, Yuejie Zhang, Tao Zhang:
Deep Multimodal Embedding Model for Fine-grained Sketch-based Image Retrieval. 929-932 - Minh C. Phan, Aixin Sun, Yi Tay:
Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding. 933-936 - Michal Horovitz, Liane Lewin-Eytan, Alex Libov, Yoelle Maarek, Ariel Raviv:
Mailbox-Based vs. Log-Based Query Completion for Mail Search. 937-940 - Ziming Li, Maarten de Rijke:
The Impact of Linkage Methods in Hierarchical Clustering for Active Learning to Rank. 941-944 - Zheng Wei, Jun Xu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng:
Reinforcement Learning to Rank with Markov Decision Process. 945-948 - Tomohiro Manabe, Akiomi Nishida, Makoto P. Kato, Takehiro Yamamoto, Sumio Fujita:
A Comparative Live Evaluation of Multileaving Methods on a Commercial cQA Search. 949-952 - Ning Gao, Douglas W. Oard, Mark Dredze:
Support for Interactive Identification of Mentioned Entities in Conversational Speech. 953-956 - Shuai Zhang, Lina Yao, Xiwei Xu:
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders. 957-960 - Guy Feigenblat, Haggai Roitman, Odellia Boni, David Konopnicki:
Unsupervised Query-Focused Multi-Document Summarization using the Cross Entropy Method. 961-964