| Description |
1 online resource (xix, 540 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7675 |
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LNCS sublibrary. SL 3, Information systems and application, incl. Internet/Web and HCI |
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Lecture notes in computer science ; 7675.
|
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
Session 1: IR Models -- Exploring and Exploiting Proximity Statistic for Information Retrieval Model / Yadong Zhu, Yuanhai Xue, Jiafeng Guo, Yanyan Lan, Xueqi Cheng, Xiaoming Yu -- A Category-integrated Language Model for Question Retrieval in Community Question Answering / Zongcheng Ji, Fei Xu, Bin Wang |
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Session 2: Evaluation and User Studies -- The Reusability of a Diversified Search Test Collection / Tetsuya Sakai, Zhicheng Dou, Ruihua Song, Noriko Kando -- One Click One Revisited: Enhancing Evaluation Based on Information Units / Tetsuya Sakai, Makoto P. Kato -- A Comparison of Action Transitions in Individual and Collaborative Exploratory Web Search / Zhen Yue, Shuguang Han, Daqing He |
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Session 3: NLP for IR -- Query-Oriented Keyphrase Extraction / Minghui Qiu, Yaliang Li, Jing Jiang -- Using Lexical and Thematic Knowledge for Name Disambiguation / Jinpeng Wang, Wayne Xin Zhao, Rui Yan, Haitian Wei, Jian-Yun Nie, Xiaoming Li -- Sells Out or Piles Up? A Sentiment Autoregressive Model for Predicting Sales Performance / Xueni Li, Shaowu Zhang, Liang Yang, Hongfei Lin |
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Session 4: Machine Learning and Data Mining -- Are Human-Input Seeds Good Enough for Entity Set Expansion? Seeds Rewriting by Leveraging Wikipedia Semantic Knowledge / Zhenyu Qi, Kang Liu, Jun Zhao -- Combining Modifications to Multinomial Naive Bayes for Text Classification / Antti Puurula -- Organizing Information on the Web through Agreement-Conflict Relation Classification / Junta Mizuno, Eric Nichols, Yotaro Watanabe, Kentaro Inui |
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Session 5: Social Media -- Exploiting Twitter for Spiking Query Classification / Mitsuo Yoshida, Yuki Arase -- Where Are You Settling Down: Geo-locating Twitter Users Based on Tweets and Social Networks / Kejiang Ren, Shaowu Zhang, Hongfei Lin -- Detecting Informative Messages Based on User History in Twitter / Chang-Woo Chun, Jung-Tae Lee, Seung-Wook Lee, Hae-Chang Rim |
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Session 6: IR Applications -- A Study on Potential Head Advertisers in Sponsored Search / Changhao Jiang, Min Zhang, Bin Gao, Tie-Yan Liu -- Feature Transformation Method Enhanced Vandalism Detection in Wikipedia / Tianshu Chang, Hongfei Lin, Yuan Lin -- PLIDMiner: A Quality Based Approach for Researcher's Homepage Discovery / Junting Ye, Yanan Qian, Qinghua Zheng |
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Session 7: Multimedia IR and Indexing -- Exploiting and Exploring Hierarchical Structure in Music Recommendation / Kai Lu, Guanyuan Zhang, Rui Li, Shuai Zhang, Bin Wang -- Enhancing Music Information Retrieval by Incorporating Image-Based Local Features / Leszek Kaliciak, Ben Horsburgh, Dawei Song, Nirmalie Wiratunga, Jeff Pan -- Yet Another Sorting-Based Solution to the Reassignment of Document Identifiers / Liang Shi, Bin Wang |
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Session 8: Collaborative and Federated Search -- What Snippets Say about Pages in Federated Web Search / Thomas Demeester, Dong Nguyen, Dolf Trieschnigg, Chris Develder, Djoerd Hiemstra -- CoFox: A Synchronous Collaborative Browser / Rodriguez Perez Jesus, Teerapong Leelanupab, Joemon M. Jose -- Poster Session -- FISER: An Effective Method for Detecting Interactions between Topic Persons / Yung-Chun Chang, Pi-Hua Chuang, Chien Chin Chen, Wen-Lian Hsu -- Cross-Lingual Knowledge Discovery: Chinese-to-English Article Linking in Wikipedia / Ling-Xiang Tang, Andrew Trotman, Shlomo Geva, Yue Xu -- Unified Recommendation and Search in E-Commerce / Jian Wang, Yi Zhang, Tao Chen -- Identifying Local Questions in Community Question Answering / Long Chen, Dell Zhang, Mark Levene -- Improving Content-Based Image Retrieval by Identifying Least and Most Correlated Visual Words / Leszek Kaliciak, Dawei Song, Nirmalie Wiratunga, Jeff Pan -- Topical Relevance Model / Debasis Ganguly, Johannes Leveling, Gareth J.F. Jones -- Adaptive Data Fusion Methods for Dynamic Search Environments / Shengli Wu, Yuping Xing, Jieyu Li, Yaxin Bi -- NMiner: A System for Finding Related Entities by Mining a Bimodal Network / VenkataSwamy Martha, Stephen Wallace, Halil Bisgin, Xiaowei Xu, Nitin Agarwal -- Combining Signals for Cross-Lingual Relevance Feedback / Kristen Parton, Jianfeng Gao -- A Conceptual Model for Retrieval of Chinese Frequently Asked Questions in Healthcare / Rey-Long Liu, Shu-Ling Lin -- LDA-Based Topic Formation and Topic-Sentence Reinforcement for Graph-Based Multi-document Summarization / Dehong Gao, Wenjie Li, You Ouyang, Renxian Zhang -- Query Reformulation Based on User Habits for Query-by-Humming Systems / Guanyuan Zhang, Kai Lu, Bin Wang -- Query Expansion Based on User Quality in Folksonomy / Qing Guo, Wenfei Liu, Yuan Lin, Hongfei Lin -- Semantically Enriched Clustered User Interest Profile Built from Users' Tweets / Harshit Kumar, Hong-Gee Kim -- Adaptive Weighting Approach to Context-Sensitive Retrieval Model / Xiaochun Wang, Muyun Yang, Haoliang Qi, Sheng Li, Tiejun Zhao -- Effective Keyword-Based XML Retrieval Using the Data-Centric and Document-Centric Features / Tsubasa Tanabe, Toshiyuki Shimizu, Masatoshi Yoshikawa -- Unsupervised Extraction of Popular Product Attributes from Web Sites / Lidong Bing, Tak-Lam Wong, Wai Lam -- Aggregating Opinions on Hot Topics from Microblog Responses / Han-Chih Liu, Jenq-Haur Wang -- Poster Session -- Topic Sequence Kernel / Jian Xu, Qin Lu, Zhengzhong Liu, Junyi Chai -- Opening Machine Translation Black Box for Cross-Language Information Retrieval / Yanjun Ma, Jian-Yun Nie, Hua Wu, Haifeng Wang -- Topic Based Author Ranking with Full-Text Citation Analysis / Jinsong Zhang, Chun Guo, Xiaozhong Liu -- Vertical Classification of Web Pages for Structured Data Extraction / Long Li, Dandan Song, Lejian Liao -- Grid-Based Interaction for Exploratory Search / Hideo Joho, Tetsuya Sakai -- Analyzing the Spatiotemporal Effects on Detection of Rain Event Duration / Jyun-Yu Jiang, Yi-Shiang Tzeng, Pei-Ying Huang, Pu-Jen Cheng -- Outpatient Department Recommendation Based on Medical Summaries / Hen-Hsen Huang, Chia-Chun Lee, Hsin-Hsi Chen -- Actively Mining Search Logs for Diverse Tags / Lun Yan, Congrui Huang, Yan Zhang |
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Session 1: IR Models -- Exploring and Exploiting Proximity Statistic for Information Retrieval Model -- A Category-integrated Language Model for Question Retrieval in Community Question Answering -- Session 2: Evaluation and User Studies -- The Reusability of a Diversified Search Test Collection -- One Click One Revisited: Enhancing Evaluation Based on Information Units -- A Comparison of Action Transitions in Individual and Collaborative Exploratory Web Search -- Session 3: NLP for IR -- Query-Oriented Keyphrase Extraction -- Using Lexical and Thematic Knowledge for Name Disambiguation -- Sells Out or Piles Up? A Sentiment Autoregressive Model for Predicting Sales Performance -- Session 4: Machine Learning and Data Mining -- Are Human-Input Seeds Good Enough for Entity Set Expansion? Seeds Rewriting by Leveraging Wikipedia Semantic Knowledge -- Combining Modifications to Multinomial Naive Bayes for Text Classification -- Organizing Information on the Web through Agreement-Conflict Relation Classification -- Session 5: Social Media -- Exploiting Twitter for Spiking Query Classification -- Where Are You Settling Down: Geo-locating Twitter Users Based on Tweets and Social Networks -- Detecting Informative Messages Based on User History in Twitter -- Session 6: IR Applications -- A Study on Potential Head Advertisers in Sponsored Search -- Feature Transformation Method Enhanced Vandalism Detection in Wikipedia -- PLIDMiner: A Quality Based Approach for Researcher's Homepage Discovery -- Session 7: Multimedia IR and Indexing -- Exploiting and Exploring Hierarchical Structure in Music Recommendation -- Enhancing Music Information Retrieval by Incorporating Image-Based Local Features -- Yet Another Sorting-Based Solution to the Reassignment of Document Identifiers -- Session 8: Collaborative and Federated Search -- What Snippets Say about Pages in Federated Web Search -- CoFox: A Synchronous Collaborative Browser -- Poster Session -- FISER: An Effective Method for Detecting Interactions between Topic Persons -- Cross-Lingual Knowledge Discovery: Chinese-to-English Article Linking in Wikipedia -- Unified Recommendation and Search in E-Commerce -- Identifying Local Questions in Community Question Answering -- Improving Content-Based Image Retrieval by Identifying Least and Most Correlated Visual Words -- Topical Relevance Model -- Adaptive Data Fusion Methods for Dynamic Search Environments -- NMiner: A System for Finding Related Entities by Mining a Bimodal Network -- Combining Signals for Cross-Lingual Relevance Feedback -- A Conceptual Model for Retrieval of Chinese Frequently Asked Questions in Healthcare -- LDA-Based Topic Formation and Topic-Sentence Reinforcement for Graph-Based Multi-document Summarization -- Query Reformulation Based on User Habits for Query-by-Humming Systems -- Query Expansion Based on User Quality in Folksonomy -- Semantically Enriched Clustered User Interest Profile Built from Users' Tweets -- Adaptive Weighting Approach to Context-Sensitive Retrieval Model -- Effective Keyword-Based XML Retrieval Using the Data-Centric and Document-Centric Features -- Unsupervised Extraction of Popular Product Attributes from Web Sites -- Aggregating Opinions on Hot Topics from Microblog Responses -- Topic Sequence Kernel -- Opening Machine Translation Black Box for Cross-Language Information Retrieval -- Topic Based Author Ranking with Full-Text Citation Analysis -- Vertical Classification of Web Pages for Structured Data Extraction -- Grid-Based Interaction for Exploratory Search -- Analyzing the Spatiotemporal Effects on Detection of Rain Event Duration -- Outpatient Department Recommendation Based on Medical Summaries -- Actively Mining Search Logs for Diverse Tags |
| Summary |
This book constitutes the refereed proceedings of the 8th Information Retrieval Societies Conference, AIRS 2012, held in Tianjin, China, in December 2012. The 22 full papers and 26 poster presentations included in this volume were carefully reviewed and selected from 77 submissions. They are organized in topical sections named: IR models; evaluation and user studies; NLP for IR; machine learning and data mining; social media; IR applications; multimedia IT and indexing; collaborative and federated search; and the poster session |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| Subject |
Information retrieval -- Congresses
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Informatique.
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Information retrieval
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Hou, Yuexian
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| ISBN |
9783642353413 |
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364235341X |
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