Web-age information management : 14th International Conference, WAIM 2013, Beidaihe, China, June 14-16, 2013 : proceedings / Jianyong Wang [and others] (eds.).

By: (14th : WAIM (Conference) (14th : 2013 : Beidaihe, China)
Contributor(s): Wang, Jianyong
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7923.; LNCS sublibrary: Publisher: Berlin : Springer, ©2013Description: 1 online resource (xxviii, 812 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642385629; 3642385621Other title: WAIM 2013Subject(s): Database management -- Congresses | Web databases -- Congresses | Data mining -- Congresses | Data mining | Database management | Web databases | Computer Communication Networks | Data Mining | Database Management Systems | Information Management Systems | InternetGenre/Form: Electronic books. | Conference papers and proceedings. | Ebook. | Congress. Additional physical formats: Print version:: Web-age information management.DDC classification: 005.74068 LOC classification: QA76.9.D3 | W35 2013Online resources: Click here to access online
Contents:
Session 1: Data Mining (1). Frequent Subgraph Summarization with Error Control / Zheng Liu [and others] -- LSA-PTM: A Propagation-Based Topic Model Using Latent Semantic Analysis on Heterogeneous Information Networks / Qian Wang [and others] -- Improving Semi-supervised Text Classification by Using Wikipedia Knowledge / Zhilin Zhang [and others] -- Time Series Representation: A Random Shifting Perspective / Xue Bai [and others] -- Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments / Juan J. Cameron [and others] -- Human Dynamics Revealed through Log Analytics in a Cloud Computing Environment / Sixi Chen [and others].
Session 2: Information Integration and Heterogeneous Systems. Data Fusion: Resolving Conflicts from Multiple Sources / Xin Luna Dong, Laure Berti-Equille, Divesh Srivastava -- Entity Resolution on Uncertain Relations / Huabin Feng [and others] -- Imputation for Categorical Attributes with Probabilistic Reasoning / Lian Jin, Hongzhi Wang, Hong Gao -- A New Approach to Identify Influential Spreaders in Complex Networks / Qingcheng Hu [and others] -- Presenting XML Schema Mapping with Conjunctive-Disjunctive Views / Xuhui Li [and others] -- An ETL Framework for Online Analytical Processing of Linked Open Data / Hiroyuki Inoue, Toshiyuki Amagasa, Hiroyuki Kitagawa.
Session 3: Big Data. A Framework for Analyzing Monetary Cost of Database Systems in the Cloud / Changbing Chen, Bingsheng He -- Efficient Distributed Multi-dimensional Index for Big Data Management / Xin Zhou [and others] -- Fast Multi-fields Query Processing in Bigtable Based Cloud Systems / Haiping Wang, Xiang Ci, Xiaofeng Meng -- ST-HBase: A Scalable Data Management System for Massive Geo-tagged Objects / Youzhong Ma, Yu Zhang, Xiaofeng Meng -- EasyControl: Improve Database Throughput under Overloading / Chengkai Tao, Qizhi Liu, Yan Zhang -- Combination of In-Memory Graph Computation with MapReduce: A Subgraph-Centric Method of PageRank / Qiuhong Li [and others].
Session 4: Spatial and Temporal Databases. A Human-Machine Method for Web Table Understanding / Guoliang Li -- Probabilistic k-Skyband Operator over Sliding Windows / Xing Feng [and others] -- Saturn: A Fast Keyword kNN Search System in Road Networks / Nan Zhang, Yang Wang, Jianhua Feng -- Top-K Aggregate Queries on Continuous Probabilistic Datasets / Jianwen Chen, Ling Feng, Jun Zhang -- Shortest Path Finder with Light Materialized Path View for Location Based Services / Aye Thida Hlaing [and others] -- RUM+-tree: A New Multidimensional Index Supporting Frequent Updates / Yuean Zhu [and others].
Session 5: Data Mining (2). Joint Clustering and Feature Selection / Liang Du, Yi-Dong Shen -- A Self-Supervised Framework for Clustering Ensemble / Liang Du [and others] -- GCBN: A Hybrid Spatio-temporal Causal Model for Traffic Analysis and Prediction / Chaogui Zhang, Jiangtao Ren -- An Overlapped Community Partition Algorithm Based on Line Graph / Zhenyu Zhang [and others] -- Distance-Based Feature Selection from Probabilistic Data / Tingting Zhao [and others].
Session 6: Data Mining (3). Aspect-Specific Polarity-Aware Summarization of Online Reviews / Gaoyan Ou [and others] -- Fast Top-k Distance-Based Outlier Detection on Uncertain Data / Salman Ahmed Shaikh, Hiroyuki Kitagawa -- A Metric Learning Based Approach to Evaluate Task-Specific Time Series Similarity / Yang Lu [and others] -- Using Coalitional Games to Detect Communities in Social Networks / Lihua Zhou [and others] -- A Comparison Study of Clustering Models for Online Review Sentiment Analysis / Baojun Ma, Hua Yuan, Qiang Wei.
Session 7: Information Extraction. TopicDSDR: Combining Topic Decomposition and Data Reconstruction for Summarization / Zhiming Zhang, Hongjie Li, Lian'en Huang -- CUVIM: Extracting Fresh Information from Social Network / Rui Guo [and others] -- Comments-Oriented Document Summarization Based on Multi-aspect Co-feedback Ranking / Lifu Huang, Hongjie Li, Lian'en Huang -- Image Annotation with Weak Labels / Feng Tian, Xukun Shen.
Session 8: New Hardware and Miscellaneous. Scan and Join Optimization by Exploiting Internal Parallelism of Flash-Based Solid State Drives / Wenyu Lai, Yulei Fan, Xiaofeng Meng -- MixSL: An Efficient Transaction Recovery Model in Flash-Based DBMS / Yulei Fan, Xiaofeng Meng -- Keyword Oriented Bitmap Join Index for In-Memory Analytical Processing / Yansong Zhang [and others] -- Can SSDs Help Reduce Random I/Os in Hash Joins? / Liang Huai Yang [and others] -- An Index Model for Multitenant Data Storage in SaaS / Pang Cheng, Li Qingzhong, Kong Lanju.
Session 9: Query Processing and Optimization. Reverse Top-k Group Nearest Neighbor Search / Tao Jiang [and others] -- Efficient Subsequence Search in Databases / Rohit Jain, Mukesh K. Mohania, Sunil Prabhakar -- A Novel Data Broadcast Strategy for Traffic Information Query in the VANETs / Xinjing Wang [and others] -- A Spatial Proximity Based Compression Method for GML Documents / Qingting Wei, Jihong Guan -- Efficient MSubtree Results Computation for XML Keyword Queries / Junfeng Zhou [and others].
Session 10: Data Mining (4). Measuring and Visualizing Interest Similarity between Microblog Users / Jiayu Tang, Zhiyuan Liu, Maosong Sun -- Correlation Range Query / Wenjun Zhou, Hao Zhang -- Real Time Event Detection in Twitter / Xun Wang [and others] -- A Data Cleaning Framework Based on User Feedback / Hui Xie [and others].
Session 11: Social Network and Graphs. Finding Critical Blocks of Information Diffusion in Social Networks / Ende Zhang [and others] -- Guide Query in Social Networks / Yu-Chieh Lin, Philip S. Yu, Ming-Syan Chen -- Probabilistic Graph Summarization / Nasrin Hassanlou, Maryam Shoaran, Alex Thomo -- Blind Chance: On Potential Trust Friends Query in Mobile Social Networks / Jinzeng Zhang, Xiaofeng Meng -- Sensitive Edges Protection in Social Networks / Liangwen Yu [and others].
Session 12: Information Retrieval. Ontology-Based Semantic Search for Large-Scale RDF Data / Xiaolong Tang [and others] -- A Unified Generative Model for Characterizing Microblogs' Topics / Kun Zhuang [and others] -- A Novel Model for Medical Image Similarity Retrieval / Pengyuan Li [and others] -- Finding Similar Questions with Categorization Information and Dependency Syntactic Tree / Xin Lian [and others] -- Ranking Web Pages by Associating Keywords with Locations / Peiquan Jin [and others].
Session 13: Workflow Systems and Service Computing. Behavioral Consistency Measurement and Analysis of WS-BPEL Processes / Xuewei Zhang [and others] -- Efficient Complex Event Processing under Boolean Model / Shanglian Peng [and others] -- Bounding Trust under Uncertain Topology Information in Reputation-Based Trust Systems / Xi Gong, Ting Yu, Adam J. Lee -- A Novel Service Selection Based on Resource-Directive Decomposition / Dongming Jiang [and others].
Session 14: Recommender Systems. Collaborative Filtering Based on Rating Psychology / Haijun Zhang [and others] -- Modeling Semantic and Behavioral Relations for Query Suggestion / Jimeng Chen [and others] -- Mining User Interest and Its Evolution for Recommendation on the Micro-blogging System / Jianjun Yu, Yi Shen, Jianjun Xie -- Collaborative Filtering Using Multidimensional Psychometrics Model / Haijun Zhang [and others] -- Incorporating Social Actions into Recommender Systems / Di Ma, Dandan Song, Lejian Liao.
Session 16: Semantic Web and Ontology. Annotating Web Images by Combining Label Set Relevance with Correlation / Feng Tian, Xukun Shen -- Clustering Analysis and Semantics Annotation of 3D Models Based on Users' Implicit Feedbacks / Lv Tianyang [and others] -- bCATE: A Balanced Contention-Aware Transaction Execution Model for Highly Concurrent OLTP Systems / Xiaogang Shi [and others] -- Personalized News Recommendation Using Ontologies Harvested from the Web / Junyang Rao [and others] -- TinyQP: A Query Processing System in Wireless Sensor Networks / Shangfeng Mo [and others] -- CWePS: Chinese Web People Search / Jianhua Yin, Lili Jiang -- CONCERT: A Concept-Centric Web News Recommendation System / Hongda Ren, Wei Feng -- DOI Proxy Framework for Automated Entering and Validation of Scientific Papers / Kun Ma, Bo Yang, Guangwei Chen -- Effectively Return Query Results for Keyword Search on XML Data / Teng He [and others] -- BrackitMR: Flexible XQuery Processing in MapReduce / Caetano Sauer, Sebastian Bächle, Theo Härder.
Summary: This book constitutes the refereed proceedings of the 14th International Conference on Web-Age Information Management, WAIM 2013, held in Beidaihe, China, in June 2013. The 47 revised full papers presented together with 29 short papers and 5 keynotes were carefully reviewed and selected from a total of 248 submissions. The papers are organized in topical sections on data mining; information integration and heterogeneous systems; big data; spatial and temporal databases; information extraction; new hardware and miscellaneous; query processing and optimization; social network and graphs; information retrieval; workflow systems and service computing; recommender systems; security, privacy, and trust; semantic Web and ontology.
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Session 1: Data Mining (1). Frequent Subgraph Summarization with Error Control / Zheng Liu [and others] -- LSA-PTM: A Propagation-Based Topic Model Using Latent Semantic Analysis on Heterogeneous Information Networks / Qian Wang [and others] -- Improving Semi-supervised Text Classification by Using Wikipedia Knowledge / Zhilin Zhang [and others] -- Time Series Representation: A Random Shifting Perspective / Xue Bai [and others] -- Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments / Juan J. Cameron [and others] -- Human Dynamics Revealed through Log Analytics in a Cloud Computing Environment / Sixi Chen [and others].

Session 2: Information Integration and Heterogeneous Systems. Data Fusion: Resolving Conflicts from Multiple Sources / Xin Luna Dong, Laure Berti-Equille, Divesh Srivastava -- Entity Resolution on Uncertain Relations / Huabin Feng [and others] -- Imputation for Categorical Attributes with Probabilistic Reasoning / Lian Jin, Hongzhi Wang, Hong Gao -- A New Approach to Identify Influential Spreaders in Complex Networks / Qingcheng Hu [and others] -- Presenting XML Schema Mapping with Conjunctive-Disjunctive Views / Xuhui Li [and others] -- An ETL Framework for Online Analytical Processing of Linked Open Data / Hiroyuki Inoue, Toshiyuki Amagasa, Hiroyuki Kitagawa.

Session 3: Big Data. A Framework for Analyzing Monetary Cost of Database Systems in the Cloud / Changbing Chen, Bingsheng He -- Efficient Distributed Multi-dimensional Index for Big Data Management / Xin Zhou [and others] -- Fast Multi-fields Query Processing in Bigtable Based Cloud Systems / Haiping Wang, Xiang Ci, Xiaofeng Meng -- ST-HBase: A Scalable Data Management System for Massive Geo-tagged Objects / Youzhong Ma, Yu Zhang, Xiaofeng Meng -- EasyControl: Improve Database Throughput under Overloading / Chengkai Tao, Qizhi Liu, Yan Zhang -- Combination of In-Memory Graph Computation with MapReduce: A Subgraph-Centric Method of PageRank / Qiuhong Li [and others].

Session 4: Spatial and Temporal Databases. A Human-Machine Method for Web Table Understanding / Guoliang Li -- Probabilistic k-Skyband Operator over Sliding Windows / Xing Feng [and others] -- Saturn: A Fast Keyword kNN Search System in Road Networks / Nan Zhang, Yang Wang, Jianhua Feng -- Top-K Aggregate Queries on Continuous Probabilistic Datasets / Jianwen Chen, Ling Feng, Jun Zhang -- Shortest Path Finder with Light Materialized Path View for Location Based Services / Aye Thida Hlaing [and others] -- RUM+-tree: A New Multidimensional Index Supporting Frequent Updates / Yuean Zhu [and others].

Session 5: Data Mining (2). Joint Clustering and Feature Selection / Liang Du, Yi-Dong Shen -- A Self-Supervised Framework for Clustering Ensemble / Liang Du [and others] -- GCBN: A Hybrid Spatio-temporal Causal Model for Traffic Analysis and Prediction / Chaogui Zhang, Jiangtao Ren -- An Overlapped Community Partition Algorithm Based on Line Graph / Zhenyu Zhang [and others] -- Distance-Based Feature Selection from Probabilistic Data / Tingting Zhao [and others].

Session 6: Data Mining (3). Aspect-Specific Polarity-Aware Summarization of Online Reviews / Gaoyan Ou [and others] -- Fast Top-k Distance-Based Outlier Detection on Uncertain Data / Salman Ahmed Shaikh, Hiroyuki Kitagawa -- A Metric Learning Based Approach to Evaluate Task-Specific Time Series Similarity / Yang Lu [and others] -- Using Coalitional Games to Detect Communities in Social Networks / Lihua Zhou [and others] -- A Comparison Study of Clustering Models for Online Review Sentiment Analysis / Baojun Ma, Hua Yuan, Qiang Wei.

Session 7: Information Extraction. TopicDSDR: Combining Topic Decomposition and Data Reconstruction for Summarization / Zhiming Zhang, Hongjie Li, Lian'en Huang -- CUVIM: Extracting Fresh Information from Social Network / Rui Guo [and others] -- Comments-Oriented Document Summarization Based on Multi-aspect Co-feedback Ranking / Lifu Huang, Hongjie Li, Lian'en Huang -- Image Annotation with Weak Labels / Feng Tian, Xukun Shen.

Session 8: New Hardware and Miscellaneous. Scan and Join Optimization by Exploiting Internal Parallelism of Flash-Based Solid State Drives / Wenyu Lai, Yulei Fan, Xiaofeng Meng -- MixSL: An Efficient Transaction Recovery Model in Flash-Based DBMS / Yulei Fan, Xiaofeng Meng -- Keyword Oriented Bitmap Join Index for In-Memory Analytical Processing / Yansong Zhang [and others] -- Can SSDs Help Reduce Random I/Os in Hash Joins? / Liang Huai Yang [and others] -- An Index Model for Multitenant Data Storage in SaaS / Pang Cheng, Li Qingzhong, Kong Lanju.

Session 9: Query Processing and Optimization. Reverse Top-k Group Nearest Neighbor Search / Tao Jiang [and others] -- Efficient Subsequence Search in Databases / Rohit Jain, Mukesh K. Mohania, Sunil Prabhakar -- A Novel Data Broadcast Strategy for Traffic Information Query in the VANETs / Xinjing Wang [and others] -- A Spatial Proximity Based Compression Method for GML Documents / Qingting Wei, Jihong Guan -- Efficient MSubtree Results Computation for XML Keyword Queries / Junfeng Zhou [and others].

Session 10: Data Mining (4). Measuring and Visualizing Interest Similarity between Microblog Users / Jiayu Tang, Zhiyuan Liu, Maosong Sun -- Correlation Range Query / Wenjun Zhou, Hao Zhang -- Real Time Event Detection in Twitter / Xun Wang [and others] -- A Data Cleaning Framework Based on User Feedback / Hui Xie [and others].

Session 11: Social Network and Graphs. Finding Critical Blocks of Information Diffusion in Social Networks / Ende Zhang [and others] -- Guide Query in Social Networks / Yu-Chieh Lin, Philip S. Yu, Ming-Syan Chen -- Probabilistic Graph Summarization / Nasrin Hassanlou, Maryam Shoaran, Alex Thomo -- Blind Chance: On Potential Trust Friends Query in Mobile Social Networks / Jinzeng Zhang, Xiaofeng Meng -- Sensitive Edges Protection in Social Networks / Liangwen Yu [and others].

Session 12: Information Retrieval. Ontology-Based Semantic Search for Large-Scale RDF Data / Xiaolong Tang [and others] -- A Unified Generative Model for Characterizing Microblogs' Topics / Kun Zhuang [and others] -- A Novel Model for Medical Image Similarity Retrieval / Pengyuan Li [and others] -- Finding Similar Questions with Categorization Information and Dependency Syntactic Tree / Xin Lian [and others] -- Ranking Web Pages by Associating Keywords with Locations / Peiquan Jin [and others].

Session 13: Workflow Systems and Service Computing. Behavioral Consistency Measurement and Analysis of WS-BPEL Processes / Xuewei Zhang [and others] -- Efficient Complex Event Processing under Boolean Model / Shanglian Peng [and others] -- Bounding Trust under Uncertain Topology Information in Reputation-Based Trust Systems / Xi Gong, Ting Yu, Adam J. Lee -- A Novel Service Selection Based on Resource-Directive Decomposition / Dongming Jiang [and others].

Session 14: Recommender Systems. Collaborative Filtering Based on Rating Psychology / Haijun Zhang [and others] -- Modeling Semantic and Behavioral Relations for Query Suggestion / Jimeng Chen [and others] -- Mining User Interest and Its Evolution for Recommendation on the Micro-blogging System / Jianjun Yu, Yi Shen, Jianjun Xie -- Collaborative Filtering Using Multidimensional Psychometrics Model / Haijun Zhang [and others] -- Incorporating Social Actions into Recommender Systems / Di Ma, Dandan Song, Lejian Liao.

880-01 Session 16: Semantic Web and Ontology. Annotating Web Images by Combining Label Set Relevance with Correlation / Feng Tian, Xukun Shen -- Clustering Analysis and Semantics Annotation of 3D Models Based on Users' Implicit Feedbacks / Lv Tianyang [and others] -- bCATE: A Balanced Contention-Aware Transaction Execution Model for Highly Concurrent OLTP Systems / Xiaogang Shi [and others] -- Personalized News Recommendation Using Ontologies Harvested from the Web / Junyang Rao [and others] -- TinyQP: A Query Processing System in Wireless Sensor Networks / Shangfeng Mo [and others] -- CWePS: Chinese Web People Search / Jianhua Yin, Lili Jiang -- CONCERT: A Concept-Centric Web News Recommendation System / Hongda Ren, Wei Feng -- DOI Proxy Framework for Automated Entering and Validation of Scientific Papers / Kun Ma, Bo Yang, Guangwei Chen -- Effectively Return Query Results for Keyword Search on XML Data / Teng He [and others] -- BrackitMR: Flexible XQuery Processing in MapReduce / Caetano Sauer, Sebastian Bächle, Theo Härder.

Includes bibliographical references and author index.

Online resource; title from PDF title page (SpringerLink, viewed July 23, 2013).

This book constitutes the refereed proceedings of the 14th International Conference on Web-Age Information Management, WAIM 2013, held in Beidaihe, China, in June 2013. The 47 revised full papers presented together with 29 short papers and 5 keynotes were carefully reviewed and selected from a total of 248 submissions. The papers are organized in topical sections on data mining; information integration and heterogeneous systems; big data; spatial and temporal databases; information extraction; new hardware and miscellaneous; query processing and optimization; social network and graphs; information retrieval; workflow systems and service computing; recommender systems; security, privacy, and trust; semantic Web and ontology.

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