Database systems for advanced applications : 17th International Conference, DASFAA 2012, Busan, South Korea, April 15-19, 2012, Proceedings. Part II / Sang-goo Lee [and others] (eds.).

By: (17th : DASFAA (Conference : Database systems) (17th : 2012 : Pusan, Korea)
Contributor(s): Lee, Sang-goo
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7239.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2012Description: 1 online resource (xxii, 335 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642290350; 3642290353Subject(s): Database management -- Congresses | Data mining -- Congresses | Informatique | Data mining | Database management | Computer science | Database management | Data mining | Information storage and retrieval systems | Multimedia systems | Data Mining and Knowledge Discovery | Information Storage and Retrieval | Information Systems Applications (incl. Internet) | Multimedia Information Systems | User Interfaces and Human Computer Interaction | man-machine interaction | computers | gebruikersinterfaces | user interfaces | informatieontsluiting | information retrieval | informatieopslag | information storage | informatiesystemen | information systems | internet | massamedia | mass media | datamining | databasebeheer | computerwetenschappen | computer sciences | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Printed edition:: No titleDDC classification: 005.74068 LOC classification: QA76.9.D3 | .I58 2012Online resources: Click here to access online
Contents:
Top-k Best Probability Queries on Probabilistic Data / Trieu Minh Nhut Le and Jinli Cao -- Probabilistic Reverse Skyline Query Processing over Uncertain Data Stream / Mei Bai, Junchang Xin and Guoren Wang -- Malleability-Aware Skyline Computation on Linked Open Data / Christoph Lofi, Ulrich Güntzer and Wolf-Tilo Balke -- Effective Next-Items Recommendation via Personalized Sequential Pattern Mining / Ghim-Eng Yap, Xiao-Li Li and Philip S. Yu -- Scalable Top-k Keyword Search in Relational Databases / Yanwei Xu, Jihong Guan and Yoshiharu Ishikawa -- Composition and Efficient Evaluation of Context-Aware Preference Queries / Patrick Roocks, Markus Endres, Stefan Mandl and Werner Kießling -- An Automaton-Based Index Scheme for On-Demand XML Data Broadcast / Weiwei Sun, Peng Liu, Jingjing Wu, Yongrui Qin and Baihua Zheng -- Colored Range Searching on Internal Memory / Haritha Bellam, Saladi Rahul and Krishnan Rajan -- Circle of Friend Query in Geo-Social Networks / Weimo Liu, Weiwei Sun, Chunan Chen, Yan Huang and Yinan Jing, et al.
A Power Saving Storage Method That Considers Individual Disk Rotation / Satoshi Hikida, Hieu Hanh Le and Haruo Yokota -- ComMapReduce: An Improvement of MapReduce with Lightweight Communication Mechanisms / Linlin Ding, Junchang Xin, Guoren Wang and Shan Huang -- Halt or Continue: Estimating Progress of Queries in the Cloud / Yingjie Shi, Xiaofeng Meng and Bingbing Liu -- Towards a Scalable, Performance-Oriented OLAP Storage Engine / Todd Eavis and Ahmad Taleb -- Highly Scalable Speech Processing on Data Stream Management System / Shunsuke Nishii and Toyotaro Suzumura -- EVIS: A Fast and Scalable Episode Matching Engine for Massively Parallel Data Streams / Shinichiro Tago, Tatsuya Asai, Takashi Katoh, Hiroaki Morikawa and Hiroya Inakoshi -- Real-Time Analysis of ECG Data Using Mobile Data Stream Management System / Seokjin Hong, Rana Prasad Sahu, M.R. Srikanth, Supriya Mandal and Kyoung-Gu Woo, et al. -- A Main Memory Based Spatial DBMS: Kairos / Hyeok Han and Seong-il Jin.
Study on the International Standardization for the Semantic Metadata Mapping Procedure / Sungjoon Lim, Taesul Seo, Changhan Lee and Soungsoo Shin -- Semantics and Usage Statistics for Multi-dimensional Query Expansion / Raphaël Thollot, Nicolas Kuchmann-Beauger and Marie-Aude Aufaure -- Hierarchy-Based Update Propagation in Decision Support Systems / Haitang Feng, Nicolas Lumineau, Mohand-Saíd Hacid and Richard Domps -- An Experiment with Asymmetric Algorithm: CPU Vs. GPU / Sujatha R. Upadhyaya and David Toth -- Tag Association Based Graphical Password Using Image Feature Matching / Kyoji Kawagoe, Shinichi Sakaguchi, Yuki Sakon and Hung-Hsuan Huang -- Acarp: Author-Centric Analysis of Research Papers / Weiming Zhang, Xueqing Gong, Weining Qian and Aoying Zhou -- iParticipate: Automatic Tweet Generation from Local Government Data / Christoph Lofi and Ralf Krestel -- gRecs: A Group Recommendation System Based on User Clustering / Irene Ntoutsi, Kostas Stefanidis, Kjetil Norvag and Hans-Peter Kriegel -- PEACOD: A Platform for Evaluation and Comparison of Database Partitioning Schemes / Xiaoyan Guo, Jidong Chen, Yu Cao and Mengdong Yang.
Stream Data Mining Using the MOA Framework / Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl and Albert Bifet, et al. -- Shot Classification Using Domain Specific Features for Movie Management / Muhammad Abul Hasan, Min Xu, Xiangjian He and Ling Chen -- PA-Miner: Process Analysis Using Retrieval, Modeling, and Prediction / Anca Maria Ivanescu, Philipp Kranen, Manfred Smieschek, Philip Driessen and Thomas Seidl -- Data Management Challenges and Opportunities in Cloud Computing / Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han and Divesh Srivastava, et al. -- Detecting Clones, Copying and Reuse on the Web (DASFAA 2012 Tutorial) / Xin Luna Dong and Divesh Srivastava -- Query Processing over Uncertain and Probabilistic Databases / Lei Chen and Xiang Lian -- Tutorial: Data Stream Mining and Its Applications / Latifur Khan and Wei Fan -- Storing, Querying, Summarizing, and Comparing Molecular Networks: The State-of-the-Art / Sourav S. Bhowmick and Boon-Siew Seah.
Explaining Query Modifications / An Alternative Interpretation of Term Addition and Removal / Vera Hollink, Jiyin He and Arjen de Vries -- Modeling Transactional Queries via Templates / Edward Bortnikov, Pinar Donmez, Amit Kagian and Ronny Lempel -- Exploring Query Patterns in Email Search / Morgan Harvey and David Elsweiler -- Interactive Search Support for Difficult Web Queries / Abdigani Diriye, Giridhar Kumaran and Jeff Huang -- Predicting the Future Impact of News Events / Julien Gaugaz, Patrick Siehndel, Gianluca Demartini, Tereza Iofciu and Mihai Georgescu, et al. -- Detection of News Feeds Items Appropriate for Children / Tamara Polajnar, Richard Glassey and Leif Azzopardi -- Comparing Tweets and Tags for URLs / Morgan Harvey, Mark Carman and David Elsweiler -- Geo-Location Estimation of Flickr Images: Social Web Based Enrichment / Claudia Hauff and Geert-Jan Houben -- A Field Relevance Model for Structured Document Retrieval / Jin Young Kim and W. Bruce Croft -- Relation Based Term Weighting Regularization / Hao Wu and Hui Fang -- A New Approach to Answerer Recommendation in Community Question Answering Services / Zhenlei Yan and Jie Zhou -- On the Modeling of Entities for Ad-Hoc Entity Search in the Web of Data / Robert Neumayer, Krisztian Balog and Kjetil Nørvåg -- Result Disambiguation in Web People Search / Richard Berendsen, Bogomil Kovachev, Evangelia-Paraskevi Nastou, Maarten de Rijke and Wouter Weerkamp -- On Smoothing Average Precision / Stephen Robertson.
New Metrics for Meaningful Evaluation of Informally Structured Speech Retrieval / Maria Eskevich, Walid Magdy and Gareth J.F. Jones -- On Aggregating Labels from Multiple Crowd Workers to Infer Relevance of Documents / Mehdi Hosseini, Ingemar J. Cox, Nataša Milić-Frayling, Gabriella Kazai and Vishwa Vinay -- How Random Walks Can Help Tourism / Claudio Lucchese, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi and Rossano Venturini -- Retrieving Candidate Plagiarised Documents Using Query Expansion / Rao Muhammad Adeel Nawab, Mark Stevenson and Paul Clough -- Reliability Prediction of Webpages in the Medical Domain / Parikshit Sondhi, V.G. Vinod Vydiswaran and ChengXiang Zhai -- Automatic Foldering of Email Messages:A Combination Approach / Tony Tam, Artur Ferreira and André Lourenço -- A Log-Logistic Model-Based Interpretation of TF Normalization of BM25 / Yuanhua Lv and ChengXiang Zhai -- Score Transformation in Linear Combination for Multi-criteria Relevance Ranking / Shima Gerani, ChengXiang Zhai and Fabio Crestani -- Axiomatic Analysis of Translation Language Model for Information Retrieval / Maryam Karimzadehgan and ChengXiang Zhai -- An Information-Based Cross-Language Information Retrieval Model / Bo Li and Eric Gaussier -- Extended Expectation Maximization for Inferring Score Distributions / Keshi Dai, Virgil Pavlu, Evangelos Kanoulas and Javed A. Aslam -- Top-k Retrieval Using Facility Location Analysis / Guido Zuccon, Leif Azzopardi, Dell Zhang and Jun Wang.
An Interactive Paper and Digital Pen Interface for Query-by-Sketch Image Retrieval / Roman Kreuzer, Michael Springmann, Ihab Al Kabary and Heiko Schuldt -- Image Abstraction in Crossmedia Retrieval for Text Illustration / Filipe Coelho and Cristina Ribeiro -- A Latent Variable Ranking Model for Content-Based Retrieval / Ariadna Quattoni, Xavier Carreras and Antonio Torralba -- Language Modelling of Constraints for Text Clustering / Javier Parapar and Álvaro Barreiro -- A Framework for Unsupervised Spam Detection in Social Networking Sites / Maarten Bosma, Edgar Meij and Wouter Weerkamp -- Classification of Short Texts by Deploying Topical Annotations / Daniele Vitale, Paolo Ferragina and Ugo Scaiella -- Cluster Labeling for Multilingual Scatter/Gather Using Comparable Corpora / Goutham Tholpadi, Mrinal Kanti Das, Chiranjib Bhattacharyya and Shirish Shevade -- Adaptive Time-to-Live Strategies for Query Result Caching in Web Search Engines / Sadiye Alici, Ismail Sengor Altingovde, Rifat Ozcan, B. Barla Cambazoglu and Özgür Ulusoy -- Intra-query Concurrent Pipelined Processing for Distributed Full-Text Retrieval / Simon Jonassen and Svein Erik Bratsberg -- Usefulness of Sentiment Analysis / Jussi Karlgren, Magnus Sahlgren, Fredrik Olsson, Fredrik Espinoza and Ola Hamfors -- Modeling Static Caching in Web Search Engines / Ricardo Baeza-Yates and Simon Jonassen -- Integrating Interactive Visualizations in the Search Process of Digital Libraries and IR Systems / Daniel Hienert, Frank Sawitzki, Philipp Schaer and Philipp Mayr.
On Theoretically Valid Score Distributions in Information Retrieval / Ronan Cummins and Colm O'Riordan -- Adaptive Temporal Query Modeling / Maria-Hendrike Peetz, Edgar Meij, Maarten de Rijke and Wouter Weerkamp -- The Design of a Visual History Tool to Help Users Refind Information within a Website / Trien V. Do and Roy A. Ruddle -- Analyzing the Polarity of Opinionated Queries / Sergiu Chelaru, Ismail Sengor Altingovde and Stefan Siersdorfer -- Semi-automatic Document Classification: Exploiting Document Difficulty / Miguel Martinez-Alvarez, Sirvan Yahyaei and Thomas Roelleke -- Investigating Summarization Techniques for Geo-Tagged Image Indexing / Ahmet Aker, Xin Fan, Mark Sanderson and Robert Gaizauskas -- Handling OOV Words in Indian-language -- English CLIR / Parin Chheda, Manaal Faruqui and Pabitra Mitra -- Using a Medical Thesaurus to Predict Query Difficulty / Florian Boudin, Jian-Yun Nie and Martin Dawes -- Studying a Personality Coreference Network in a News Stories Photo Collection / José Devezas, Filipe Coelho, Sérgio Nunes and Cristina Ribeiro -- Phrase Pair Classification for Identifying Subtopics / Sujatha Das, Prasenjit Mitra and C. Lee Giles -- Full and Mini-batch Clustering of News Articles with Star-EM / Matthias Gallé and Jean-Michel Renders -- Assessing and Predicting Vertical Intent for Web Queries / Ke Zhou, Ronan Cummins, Martin Halvey, Mounia Lalmas and Joemon M. Jose.
Predicting IMDB Movie Ratings Using Social Media / Andrei Oghina, Mathias Breuss, Manos Tsagkias and Maarten de Rijke -- Squeezing the Ensemble Pruning: Faster and More Accurate Categorization for News Portals / Cagri Toraman and Fazli Can -- A General Framework for People Retrieval in Social Media with Multiple Roles / Amin Mantrach and Jean-Michel Renders -- Analysis of Query Reformulations in a Search Engine of a Local Web Site / M-Dyaa Albakour, Udo Kruschwitz, Nikolaos Nanas, Ibrahim Adeyanju and Dawei Song, et al. -- Temporal Pseudo-relevance Feedback in Microblog Retrieval / Stewart Whiting, Iraklis A. Klampanos and Joemon M. Jose -- Learning Adaptive Domain Models from Click Data to Bootstrap Interactive Web Search / Deirdre Lungley, Udo Kruschwitz and Dawei Song -- A Little Interaction Can Go a Long Way: Enriching the Query Formulation Process / Abdigani Diriye, Anastasios Tombros and Ann Blandford -- Learning to Rank from Relevance Feedback for e-Discovery / Peter Lubell-Doughtie and Katja Hofmann -- When Simple is (more than) Good Enough: Effective Semantic Search with (almost) no Semantics / Robert Neumayer, Krisztian Balog and Kjetil Nørvåg -- Evaluating Personal Information Retrieval / Liadh Kelly, Paul Bunbury and Gareth J.F. Jones -- Applying Power Graph Analysis to Weighted Graphs / Niels Bloom -- An Investigation of Term Weighting Approaches for Microblog Retrieval / Paul Ferguson, Neil O'Hare, James Lanagan, Owen Phelan and Kevin McCarthy.
On the Size of Full Element-Indexes for XML Keyword Search / Duygu Atilgan, Ismail Sengor Altingovde and Özgür Ulusoy -- Combining Probabilistic Language Models for Aspect-Based Sentiment Retrieval / Lisette García-Moya, Henry Anaya-Sánchez and Rafael Berlanga-Llavori -- In Praise of Laziness: A Lazy Strategy for Web Information Extraction / Rifat Ozcan, Ismail Sengor Altingovde and Özgür Ulusoy -- LiveTweet: Monitoring and Predicting Interesting Microblog Posts / Arifah Che Alhadi, Thomas Gottron, Jérôme Kunegis and Nasir Naveed -- A User Interface for Query-by-Sketch Based Image Retrieval with Color Sketches / Ivan Giangreco, Michael Springmann, Ihab Al Kabary and Heiko Schuldt -- Crisees: Real-Time Monitoring of Social Media Streams to Support Crisis Management / David Maxwell, Stefan Raue, Leif Azzopardi, Chris Johnson and Sarah Oates -- A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing / Amin Mantrach and Jean-Michel Renders -- EmSe: Supporting Children's Information Needs within a Hospital Environment / Leif Azzopardi, Doug Dowie, Sergio Duarte, Carsten Eickhoff and Richard Glassey, et al. -- Retro: Time-Based Exploration of Product Reviews / Jannik Strötgen, Omar Alonso and Michael Gertz -- Querium: A Session-Based Collaborative Search System / Abdigani Diriye and Gene Golovchinsky.
Summary: This two volume set LNCS 7238 and LNCS 7239 constitutes the refereed proceedings of the 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, held in Busan, South Korea, in April 2012. The 44 revised full papers and 8 short papers presented together with 2 invited keynote papers, 8 industrial papers, 8 demo presentations, 4 tutorials and 1 panel paper were carefully reviewed and selected from a total of 159 submissions. The topics covered are query processing and optimization, data semantics, XML and semi-structured data, data mining and knowledge discovery, privacy and anonymity, data management in the Web, graphs and data mining applications, temporal and spatial data, top-k and skyline query processing, information retrieval and recommendation, indexing and search systems, cloud computing and scalability, memory-based query processing, semantic and decision support systems, social data, data mining.
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International conference proceedings.

Includes bibliographical references and author index.

Top-k Best Probability Queries on Probabilistic Data / Trieu Minh Nhut Le and Jinli Cao -- Probabilistic Reverse Skyline Query Processing over Uncertain Data Stream / Mei Bai, Junchang Xin and Guoren Wang -- Malleability-Aware Skyline Computation on Linked Open Data / Christoph Lofi, Ulrich Güntzer and Wolf-Tilo Balke -- Effective Next-Items Recommendation via Personalized Sequential Pattern Mining / Ghim-Eng Yap, Xiao-Li Li and Philip S. Yu -- Scalable Top-k Keyword Search in Relational Databases / Yanwei Xu, Jihong Guan and Yoshiharu Ishikawa -- Composition and Efficient Evaluation of Context-Aware Preference Queries / Patrick Roocks, Markus Endres, Stefan Mandl and Werner Kießling -- An Automaton-Based Index Scheme for On-Demand XML Data Broadcast / Weiwei Sun, Peng Liu, Jingjing Wu, Yongrui Qin and Baihua Zheng -- Colored Range Searching on Internal Memory / Haritha Bellam, Saladi Rahul and Krishnan Rajan -- Circle of Friend Query in Geo-Social Networks / Weimo Liu, Weiwei Sun, Chunan Chen, Yan Huang and Yinan Jing, et al.

A Power Saving Storage Method That Considers Individual Disk Rotation / Satoshi Hikida, Hieu Hanh Le and Haruo Yokota -- ComMapReduce: An Improvement of MapReduce with Lightweight Communication Mechanisms / Linlin Ding, Junchang Xin, Guoren Wang and Shan Huang -- Halt or Continue: Estimating Progress of Queries in the Cloud / Yingjie Shi, Xiaofeng Meng and Bingbing Liu -- Towards a Scalable, Performance-Oriented OLAP Storage Engine / Todd Eavis and Ahmad Taleb -- Highly Scalable Speech Processing on Data Stream Management System / Shunsuke Nishii and Toyotaro Suzumura -- EVIS: A Fast and Scalable Episode Matching Engine for Massively Parallel Data Streams / Shinichiro Tago, Tatsuya Asai, Takashi Katoh, Hiroaki Morikawa and Hiroya Inakoshi -- Real-Time Analysis of ECG Data Using Mobile Data Stream Management System / Seokjin Hong, Rana Prasad Sahu, M.R. Srikanth, Supriya Mandal and Kyoung-Gu Woo, et al. -- A Main Memory Based Spatial DBMS: Kairos / Hyeok Han and Seong-il Jin.

Study on the International Standardization for the Semantic Metadata Mapping Procedure / Sungjoon Lim, Taesul Seo, Changhan Lee and Soungsoo Shin -- Semantics and Usage Statistics for Multi-dimensional Query Expansion / Raphaël Thollot, Nicolas Kuchmann-Beauger and Marie-Aude Aufaure -- Hierarchy-Based Update Propagation in Decision Support Systems / Haitang Feng, Nicolas Lumineau, Mohand-Saíd Hacid and Richard Domps -- An Experiment with Asymmetric Algorithm: CPU Vs. GPU / Sujatha R. Upadhyaya and David Toth -- Tag Association Based Graphical Password Using Image Feature Matching / Kyoji Kawagoe, Shinichi Sakaguchi, Yuki Sakon and Hung-Hsuan Huang -- Acarp: Author-Centric Analysis of Research Papers / Weiming Zhang, Xueqing Gong, Weining Qian and Aoying Zhou -- iParticipate: Automatic Tweet Generation from Local Government Data / Christoph Lofi and Ralf Krestel -- gRecs: A Group Recommendation System Based on User Clustering / Irene Ntoutsi, Kostas Stefanidis, Kjetil Norvag and Hans-Peter Kriegel -- PEACOD: A Platform for Evaluation and Comparison of Database Partitioning Schemes / Xiaoyan Guo, Jidong Chen, Yu Cao and Mengdong Yang.

Stream Data Mining Using the MOA Framework / Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl and Albert Bifet, et al. -- Shot Classification Using Domain Specific Features for Movie Management / Muhammad Abul Hasan, Min Xu, Xiangjian He and Ling Chen -- PA-Miner: Process Analysis Using Retrieval, Modeling, and Prediction / Anca Maria Ivanescu, Philipp Kranen, Manfred Smieschek, Philip Driessen and Thomas Seidl -- Data Management Challenges and Opportunities in Cloud Computing / Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han and Divesh Srivastava, et al. -- Detecting Clones, Copying and Reuse on the Web (DASFAA 2012 Tutorial) / Xin Luna Dong and Divesh Srivastava -- Query Processing over Uncertain and Probabilistic Databases / Lei Chen and Xiang Lian -- Tutorial: Data Stream Mining and Its Applications / Latifur Khan and Wei Fan -- Storing, Querying, Summarizing, and Comparing Molecular Networks: The State-of-the-Art / Sourav S. Bhowmick and Boon-Siew Seah.

Explaining Query Modifications / An Alternative Interpretation of Term Addition and Removal / Vera Hollink, Jiyin He and Arjen de Vries -- Modeling Transactional Queries via Templates / Edward Bortnikov, Pinar Donmez, Amit Kagian and Ronny Lempel -- Exploring Query Patterns in Email Search / Morgan Harvey and David Elsweiler -- Interactive Search Support for Difficult Web Queries / Abdigani Diriye, Giridhar Kumaran and Jeff Huang -- Predicting the Future Impact of News Events / Julien Gaugaz, Patrick Siehndel, Gianluca Demartini, Tereza Iofciu and Mihai Georgescu, et al. -- Detection of News Feeds Items Appropriate for Children / Tamara Polajnar, Richard Glassey and Leif Azzopardi -- Comparing Tweets and Tags for URLs / Morgan Harvey, Mark Carman and David Elsweiler -- Geo-Location Estimation of Flickr Images: Social Web Based Enrichment / Claudia Hauff and Geert-Jan Houben -- A Field Relevance Model for Structured Document Retrieval / Jin Young Kim and W. Bruce Croft -- Relation Based Term Weighting Regularization / Hao Wu and Hui Fang -- A New Approach to Answerer Recommendation in Community Question Answering Services / Zhenlei Yan and Jie Zhou -- On the Modeling of Entities for Ad-Hoc Entity Search in the Web of Data / Robert Neumayer, Krisztian Balog and Kjetil Nørvåg -- Result Disambiguation in Web People Search / Richard Berendsen, Bogomil Kovachev, Evangelia-Paraskevi Nastou, Maarten de Rijke and Wouter Weerkamp -- On Smoothing Average Precision / Stephen Robertson.

New Metrics for Meaningful Evaluation of Informally Structured Speech Retrieval / Maria Eskevich, Walid Magdy and Gareth J.F. Jones -- On Aggregating Labels from Multiple Crowd Workers to Infer Relevance of Documents / Mehdi Hosseini, Ingemar J. Cox, Nataša Milić-Frayling, Gabriella Kazai and Vishwa Vinay -- How Random Walks Can Help Tourism / Claudio Lucchese, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi and Rossano Venturini -- Retrieving Candidate Plagiarised Documents Using Query Expansion / Rao Muhammad Adeel Nawab, Mark Stevenson and Paul Clough -- Reliability Prediction of Webpages in the Medical Domain / Parikshit Sondhi, V.G. Vinod Vydiswaran and ChengXiang Zhai -- Automatic Foldering of Email Messages:A Combination Approach / Tony Tam, Artur Ferreira and André Lourenço -- A Log-Logistic Model-Based Interpretation of TF Normalization of BM25 / Yuanhua Lv and ChengXiang Zhai -- Score Transformation in Linear Combination for Multi-criteria Relevance Ranking / Shima Gerani, ChengXiang Zhai and Fabio Crestani -- Axiomatic Analysis of Translation Language Model for Information Retrieval / Maryam Karimzadehgan and ChengXiang Zhai -- An Information-Based Cross-Language Information Retrieval Model / Bo Li and Eric Gaussier -- Extended Expectation Maximization for Inferring Score Distributions / Keshi Dai, Virgil Pavlu, Evangelos Kanoulas and Javed A. Aslam -- Top-k Retrieval Using Facility Location Analysis / Guido Zuccon, Leif Azzopardi, Dell Zhang and Jun Wang.

An Interactive Paper and Digital Pen Interface for Query-by-Sketch Image Retrieval / Roman Kreuzer, Michael Springmann, Ihab Al Kabary and Heiko Schuldt -- Image Abstraction in Crossmedia Retrieval for Text Illustration / Filipe Coelho and Cristina Ribeiro -- A Latent Variable Ranking Model for Content-Based Retrieval / Ariadna Quattoni, Xavier Carreras and Antonio Torralba -- Language Modelling of Constraints for Text Clustering / Javier Parapar and Álvaro Barreiro -- A Framework for Unsupervised Spam Detection in Social Networking Sites / Maarten Bosma, Edgar Meij and Wouter Weerkamp -- Classification of Short Texts by Deploying Topical Annotations / Daniele Vitale, Paolo Ferragina and Ugo Scaiella -- Cluster Labeling for Multilingual Scatter/Gather Using Comparable Corpora / Goutham Tholpadi, Mrinal Kanti Das, Chiranjib Bhattacharyya and Shirish Shevade -- Adaptive Time-to-Live Strategies for Query Result Caching in Web Search Engines / Sadiye Alici, Ismail Sengor Altingovde, Rifat Ozcan, B. Barla Cambazoglu and Özgür Ulusoy -- Intra-query Concurrent Pipelined Processing for Distributed Full-Text Retrieval / Simon Jonassen and Svein Erik Bratsberg -- Usefulness of Sentiment Analysis / Jussi Karlgren, Magnus Sahlgren, Fredrik Olsson, Fredrik Espinoza and Ola Hamfors -- Modeling Static Caching in Web Search Engines / Ricardo Baeza-Yates and Simon Jonassen -- Integrating Interactive Visualizations in the Search Process of Digital Libraries and IR Systems / Daniel Hienert, Frank Sawitzki, Philipp Schaer and Philipp Mayr.

On Theoretically Valid Score Distributions in Information Retrieval / Ronan Cummins and Colm O'Riordan -- Adaptive Temporal Query Modeling / Maria-Hendrike Peetz, Edgar Meij, Maarten de Rijke and Wouter Weerkamp -- The Design of a Visual History Tool to Help Users Refind Information within a Website / Trien V. Do and Roy A. Ruddle -- Analyzing the Polarity of Opinionated Queries / Sergiu Chelaru, Ismail Sengor Altingovde and Stefan Siersdorfer -- Semi-automatic Document Classification: Exploiting Document Difficulty / Miguel Martinez-Alvarez, Sirvan Yahyaei and Thomas Roelleke -- Investigating Summarization Techniques for Geo-Tagged Image Indexing / Ahmet Aker, Xin Fan, Mark Sanderson and Robert Gaizauskas -- Handling OOV Words in Indian-language -- English CLIR / Parin Chheda, Manaal Faruqui and Pabitra Mitra -- Using a Medical Thesaurus to Predict Query Difficulty / Florian Boudin, Jian-Yun Nie and Martin Dawes -- Studying a Personality Coreference Network in a News Stories Photo Collection / José Devezas, Filipe Coelho, Sérgio Nunes and Cristina Ribeiro -- Phrase Pair Classification for Identifying Subtopics / Sujatha Das, Prasenjit Mitra and C. Lee Giles -- Full and Mini-batch Clustering of News Articles with Star-EM / Matthias Gallé and Jean-Michel Renders -- Assessing and Predicting Vertical Intent for Web Queries / Ke Zhou, Ronan Cummins, Martin Halvey, Mounia Lalmas and Joemon M. Jose.

Predicting IMDB Movie Ratings Using Social Media / Andrei Oghina, Mathias Breuss, Manos Tsagkias and Maarten de Rijke -- Squeezing the Ensemble Pruning: Faster and More Accurate Categorization for News Portals / Cagri Toraman and Fazli Can -- A General Framework for People Retrieval in Social Media with Multiple Roles / Amin Mantrach and Jean-Michel Renders -- Analysis of Query Reformulations in a Search Engine of a Local Web Site / M-Dyaa Albakour, Udo Kruschwitz, Nikolaos Nanas, Ibrahim Adeyanju and Dawei Song, et al. -- Temporal Pseudo-relevance Feedback in Microblog Retrieval / Stewart Whiting, Iraklis A. Klampanos and Joemon M. Jose -- Learning Adaptive Domain Models from Click Data to Bootstrap Interactive Web Search / Deirdre Lungley, Udo Kruschwitz and Dawei Song -- A Little Interaction Can Go a Long Way: Enriching the Query Formulation Process / Abdigani Diriye, Anastasios Tombros and Ann Blandford -- Learning to Rank from Relevance Feedback for e-Discovery / Peter Lubell-Doughtie and Katja Hofmann -- When Simple is (more than) Good Enough: Effective Semantic Search with (almost) no Semantics / Robert Neumayer, Krisztian Balog and Kjetil Nørvåg -- Evaluating Personal Information Retrieval / Liadh Kelly, Paul Bunbury and Gareth J.F. Jones -- Applying Power Graph Analysis to Weighted Graphs / Niels Bloom -- An Investigation of Term Weighting Approaches for Microblog Retrieval / Paul Ferguson, Neil O'Hare, James Lanagan, Owen Phelan and Kevin McCarthy.

On the Size of Full Element-Indexes for XML Keyword Search / Duygu Atilgan, Ismail Sengor Altingovde and Özgür Ulusoy -- Combining Probabilistic Language Models for Aspect-Based Sentiment Retrieval / Lisette García-Moya, Henry Anaya-Sánchez and Rafael Berlanga-Llavori -- In Praise of Laziness: A Lazy Strategy for Web Information Extraction / Rifat Ozcan, Ismail Sengor Altingovde and Özgür Ulusoy -- LiveTweet: Monitoring and Predicting Interesting Microblog Posts / Arifah Che Alhadi, Thomas Gottron, Jérôme Kunegis and Nasir Naveed -- A User Interface for Query-by-Sketch Based Image Retrieval with Color Sketches / Ivan Giangreco, Michael Springmann, Ihab Al Kabary and Heiko Schuldt -- Crisees: Real-Time Monitoring of Social Media Streams to Support Crisis Management / David Maxwell, Stefan Raue, Leif Azzopardi, Chris Johnson and Sarah Oates -- A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing / Amin Mantrach and Jean-Michel Renders -- EmSe: Supporting Children's Information Needs within a Hospital Environment / Leif Azzopardi, Doug Dowie, Sergio Duarte, Carsten Eickhoff and Richard Glassey, et al. -- Retro: Time-Based Exploration of Product Reviews / Jannik Strötgen, Omar Alonso and Michael Gertz -- Querium: A Session-Based Collaborative Search System / Abdigani Diriye and Gene Golovchinsky.

This two volume set LNCS 7238 and LNCS 7239 constitutes the refereed proceedings of the 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, held in Busan, South Korea, in April 2012. The 44 revised full papers and 8 short papers presented together with 2 invited keynote papers, 8 industrial papers, 8 demo presentations, 4 tutorials and 1 panel paper were carefully reviewed and selected from a total of 159 submissions. The topics covered are query processing and optimization, data semantics, XML and semi-structured data, data mining and knowledge discovery, privacy and anonymity, data management in the Web, graphs and data mining applications, temporal and spatial data, top-k and skyline query processing, information retrieval and recommendation, indexing and search systems, cloud computing and scalability, memory-based query processing, semantic and decision support systems, social data, data mining.

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