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Database Systems for Advanced Applications [[electronic resource] ] : DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Hanoi, Vietnam, April 20-23, 2015, Revised Selected Papers / / edited by An Liu, Yoshiharu Ishikawa, Tieyun Qian, Sarana Nutanong, Muhammad Aamir Cheema
| Database Systems for Advanced Applications [[electronic resource] ] : DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Hanoi, Vietnam, April 20-23, 2015, Revised Selected Papers / / edited by An Liu, Yoshiharu Ishikawa, Tieyun Qian, Sarana Nutanong, Muhammad Aamir Cheema |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XIV, 328 p. 99 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Information storage and retrieval Application software Algorithms Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity |
| ISBN | 3-319-22324-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Message from the Workshop Chairs -- Message from the Poster Chairs -- DASFAA 2015 Workshop Organizers -- DASFAA 2015 Posters Organizers -- Contents -- The Second International Workshop on Semantic Computing and Personalization (SeCoP) -- A Novel Method for Clustering Web Search Results with Wikipedia Disambiguation Pages -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 Method -- 4.1 Construction of Clustering Structure -- 4.2 Assignment of Search Results -- 5 Experiments and Results -- 5.1 Datasets -- 5.2 Measurements -- 5.3 Results -- 6 Conclusions -- References -- Integrating Opinion Leader and User Preference for Recommendation -- 1 Introduction -- 2 Related Work -- 3 The OLrs method -- 3.1 Preliminaries -- 3.2 Identifying Opinion Leaders -- 3.3 Predicting -- 4 Evaluation -- 4.1 Data Acquisition -- 4.2 Evaluation Metrics -- 4.3 Experimental Settings -- 4.4 Results and Analysis -- 5 Conclusions and Future Works -- References -- Learning Trend Analysis and Prediction Based on Knowledge Tracing and Regression Analysis -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Knowledge Tracing Model -- 2.2 Post-Test Score Prediction -- 3 Problem Analysis -- 4 Algorithm Design -- 4.1 Course Structure Definition -- 4.2 Knowledge Tracing -- 4.3 Regression Modeling -- 4.4 Trend Analysis and Learning Prediction -- 5 Experiment Design and Results Analysis -- 5.1 Experiment Data Selection -- 5.2 Experiment Design -- 5.3 Results and Analysis -- 6 Conclusion -- References -- Intensive Maximum Entropy Model for Sentiment Classification of Short Text -- 1 Introduction -- 2 Related Work -- 3 Maximum Entropy Model via Intensive Feature Functions -- 3.1 Problem Definition -- 3.2 Intensive Maximum Entropy Model -- 3.3 Parameter Estimation -- 4 Experiments -- 4.1 Data Set -- 4.2 Influence of the Number of Iterations.
4.3 Comparison with Baselines -- 5 Conclusion -- References -- Maintaining Ranking Lists in Dynamic Virtual Environments -- 1 Introduction -- 2 Continuously Ranking List Maintenance -- 2.1 Preference Query by Global Ranking Lists -- 2.2 Preference Query by Brute Force -- 3 A Solution of CRL -- 3.1 Maintaining the Perceiving Relationships -- 3.2 Continuous Query Processing -- 3.3 Upper Bound the Interest Scores -- 3.4 Effective Size of Materialized Item Lists -- 4 Performance Evaluation -- 4.1 Experimental Settings -- 4.2 Results -- 5 Related Work -- 6 Conclusion -- References -- Knowledge Communication Analysis Based on Clustering and Association Rules Mining -- 1 Introduction -- 2 Related Work -- 3 Knowledge Communication Analysis Framework -- 3.1 Clustering Analysis -- 3.2 Association Rule Mining -- 4 Experiments -- 4.1 Data Set -- 4.2 Clustering Analysis for Knowledge Sources -- 4.3 Clustering Analysis for Knowledge Diffusion -- 4.4 Association Rule Mining for Knowledge Sources -- 4.5 Association Rule Mining for Knowledge Diffusion -- 5 Conclusion -- References -- Sentiment Detection of Short Text via Probabilistic Topic Modeling -- 1 Introduction -- 2 Related Work -- 2.1 Sentiment Detection -- 2.2 Short Text Classification -- 2.3 Latent Semantic Analysis -- 3 Short Text Sentiment Detection -- 3.1 Probabilistic Topic Modeling -- 3.2 Sentiment Detection with Topic-Based Similarity -- 4 Experiments -- 4.1 Data Set -- 4.2 Parameters -- 4.3 Results and Analysis -- 5 Conclusion -- References -- Schema Matching Based on Source Codes -- 1 Introduction -- 2 A General Framework for Schema Matching Based on Source Codes -- 2.1 Extracting Exterior Schemas -- 2.2 Evaluating the Quality of Matching -- 2.3 Finding the Optimal Mapping -- 3 Related Work -- 4 Conclusions -- References. A Quota-Based Energy Consumption Management Method for Organizations Using Nash Bargaining Solution -- 1 Introduction -- 2 Energy Consumption Satisfaction Degree -- 3 The Proposed NBS-based Energy Allocation Scheme -- 4 Numerical Simulation -- 5 Conclusion -- References -- Entity Relation Mining in Large-Scale Data -- 1 Introduction -- 2 Related Works -- 3 The Proposed Framework -- 3.1 Acquiring the Entity-Relationship Patterns -- 3.2 Extracting the Entity-Relationship Pairs -- 3.3 Evaluation of the Candidate Relationship Pairs -- 4 Implement of Distributed System -- 5 Experiments -- 5.1 Dataset -- 5.2 Results of Comparison -- 6 Conclusion -- References -- A Collaborative Filtering Model for Personalized Retweeting Prediction -- 1 Introduction -- 2 Related Work -- 2.1 Collaborative Filtering and Recommender Systems -- 2.2 Personalized Retweeting Prediction -- 3 Proposed Method -- 3.1 Latent Factor Model -- 3.2 Ranking -- 3.3 Decomposing Tweets -- 3.4 Attributes of Tweets in Latent Factor Model -- 3.5 Linear Combination of Latent Factors -- 4 Experiments -- 4.1 Data Set -- 4.2 Data Preprocess -- 4.3 Metrics -- 4.4 Comparison -- 4.5 Influence of Parameters -- 5 Conclusions -- References -- Finding Paraphrase Facts Based on Coordinate Relationships -- 1 Introduction -- 2 Related Work -- 2.1 Semantic Relation Extraction -- 2.2 Paraphrase Acquisition -- 3 Preliminaries -- 4 Basic Idea -- 5 Our Method -- 5.1 Template Extraction -- 5.2 Entity Tuple Extraction -- 5.3 The Mutual Reinforcement Algorithm -- 6 Evaluation -- 6.1 Experimental Setting -- 6.2 Results -- 7 Conclusion -- References -- The Second International Workshop on Big Data Management and Service (BDMS) -- Emergency Situation Awareness During Natural Disasters Using Density-Based Adaptive Spatiotemporal Clustering -- 1 Introduction -- 2 Related Work. 3 (, )-Density-based Adaptive Spatiotemporal Clusters -- 3.1 Data Model -- 3.2 Density-Based Spatiotemporal Adaptive Criteria -- 3.3 Definitions -- 3.4 (, )-Density-based Adaptive Spatiotemporal Cluster -- 4 Proposed Method -- 4.1 Concept and System Overview -- 4.2 Naive Bayes Classifier -- 4.3 Incremental Algorithm -- 5 Experimental Result -- 6 Conclusion -- References -- Distributed Data Managing in Health Care Social Network Based on Mobile P2P -- Abstract -- 1 Introduction -- 2 Methods -- 2.1 Workflow of Health Workers -- 2.2 Multi-Platform P2P Ad Hoc Network -- 2.3 Social Network and Distributed Data Storage -- 3 Results -- 4 Conclusions -- References -- Survey of MOOC Related Research -- 1 Introduction -- 2 Basic Research of Recent MOOC -- 3 MOOC Research Organizations -- 3.1 MOOC Research Organizations in Educational Area -- 3.2 MOOC Research Organizations in Computer Science Area -- 3.3 MOOC Research Organizations Combining both Education and Computer Science -- 4 Summary -- References -- Modeling Large Time Series for Efficient Approximate Query Processing -- 1 Introduction -- 2 Model-Based Database System Concept -- 3 Model Querying for Time Series Data -- 3.1 Model Construction -- 3.2 Query Computation over Models -- 4 Evaluation -- 4.1 AVG and SUM Queries -- 4.2 Histogram Query -- 5 Related Work -- 6 Conclusion and Future Work -- References -- Personalized User Value Model and Its Application -- 1 Introduction -- 2 Related Works -- 3 Five-Dimension Personalized User Value Model -- 3.1 User Input-Output Ratio Model -- 3.2 User Behavior Value Model -- 3.3 User Net Present Value Model -- 3.4 Five-Dimension Personalized User Value Contribution -- 4 Experiments -- References -- Posters -- Flexible Aggregation on Heterogeneous Information Networks -- 1 Introduction -- 2 Preliminaries -- 3 Aggregation Algorithm -- 4 Experiments Evaluation. 5 Conclusions -- References -- Discovering Organized POI Groups in a City -- 1 Introduction -- 2 Problem and Approach -- 2.1 Definition of Hybrid Similarity -- 2.2 Algorithm for Discovering OPGs -- 2.3 Algorithm for Classification -- 3 Visualization -- 4 Conclusions -- References -- Multi-roles Affiliation Model for General User Profiling -- 1 Introduction -- 2 Model -- 3 Inference -- 3.1 Update of Link Factors -- 3.2 Update of Attributes Affiliation Graph A -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Results and Discussion -- 5 Conclusion -- References -- Needle in a Haystack: Max/Min Online Aggregation in the Cloud -- 1 Introduction -- 2 Related Work -- 3 Overview -- 4 Randomization of Blocks -- 5 Query Processing -- 5.1 Estimation of Max/Min Value -- 5.2 Error Correction -- 6 Max/Min Online Aggregation in the Cloud -- 7 Performance Evaluation -- 7.1 Experiment Overview -- 7.2 Performance over Real Data -- 7.3 Query Error -- 8 Conclusion -- References -- FFD-Index: An Efficient Indexing Scheme for Star Subgraph Matching on Large RDF Graphs -- 1 Introduction -- 2 FFD-Index and Query Processing -- 3 Verification -- 4 Experiments -- 5 Conclusion -- References -- Leveraging Interactive Knowledge and Unlabeled Data in Gender Classification with Co-training -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Gender Classification with Co-training -- 4 Experimentation -- 5 Conclusion -- References -- Interactive Gender Inference in Social Media -- Abstract -- 1 Introduction -- 2 Related Work -- 3 A Two-Stage Approach -- 3.1 Stage 1: Four-Category Classification -- 3.2 Stage 2: Global Label Optimization -- 4 Experimentation -- 5 Conclusion -- References -- Joint Sentiment and Emotion Classification with Integer Linear Programming -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Joint Sentiment and Emotion Classification -- 4 Experimentation. 5 Conclusion. |
| Record Nr. | UNISA-996215642503316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Enhancing the Storm Water Treatment Performance of Constructed Wetlands and Bioretention Basins / / by Isri R. Mangangka, An Liu, Ashantha Goonetilleke, Prasanna Egodawatta
| Enhancing the Storm Water Treatment Performance of Constructed Wetlands and Bioretention Basins / / by Isri R. Mangangka, An Liu, Ashantha Goonetilleke, Prasanna Egodawatta |
| Autore | Mangangka Isri R |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (VIII, 80 p. 30 illus., 26 illus. in color.) |
| Disciplina | 551.488 |
| Collana | SpringerBriefs in Water Science and Technology |
| Soggetto topico |
Engineering geology
Engineering—Geology Foundations Hydraulics Hydrology Water - Pollution Geoengineering, Foundations, Hydraulics Hydrology/Water Resources Waste Water Technology / Water Pollution Control / Water Management / Aquatic Pollution |
| ISBN | 981-10-1660-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Treatment performance of structural stormwater systems -- Creating conceptual models of treatment systems -- Assessing constructed wetland treatment performance -- Assessing bioretention basin treatment performance -- Implications for engineering practice. |
| Record Nr. | UNINA-9910254125503321 |
Mangangka Isri R
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Web Information Systems Engineering [[electronic resource] ] : WISE 2019 Workshop, Demo, and Tutorial, Hong Kong and Macau, China, January 19–22, 2020, Revised Selected Papers / / edited by Leong Hou U, Jian Yang, Yi Cai, Kamalakar Karlapalem, An Liu, Xin Huang
| Web Information Systems Engineering [[electronic resource] ] : WISE 2019 Workshop, Demo, and Tutorial, Hong Kong and Macau, China, January 19–22, 2020, Revised Selected Papers / / edited by Leong Hou U, Jian Yang, Yi Cai, Kamalakar Karlapalem, An Liu, Xin Huang |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (VIII, 185 p. 76 illus., 63 illus. in color.) |
| Disciplina | 620.7 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Application software
Database management Computer organization Data structures (Computer science) Artificial intelligence Information Systems Applications (incl. Internet) Database Management Computer Systems Organization and Communication Networks Data Structures and Information Theory Computer Appl. in Social and Behavioral Sciences Artificial Intelligence |
| ISBN | 981-15-3281-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tutorials -- Demos -- The International Workshop on Web Information Systems in the Era of AI. |
| Record Nr. | UNISA-996465352203316 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Web-Age Information Management [[electronic resource] ] : WAIM 2013 International Workshops: HardBD, MDSP, BigEM, TMSN, LQPM, BDMS, Beidaihe, China, June 14-16, 2013. Proceedings / / edited by Yunjun Gao, Kyuseok Shim, Zhiming Ding, Peiquan Jin, Ren Zujie, Yingyuan Xiao, An Liu, Shaojie Qiao
| Web-Age Information Management [[electronic resource] ] : WAIM 2013 International Workshops: HardBD, MDSP, BigEM, TMSN, LQPM, BDMS, Beidaihe, China, June 14-16, 2013. Proceedings / / edited by Yunjun Gao, Kyuseok Shim, Zhiming Ding, Peiquan Jin, Ren Zujie, Yingyuan Xiao, An Liu, Shaojie Qiao |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XXXIV, 396 p. 165 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Information storage and retrieval
Application software Data mining Database management Computer communication systems Algorithms Information Storage and Retrieval Information Systems Applications (incl. Internet) Data Mining and Knowledge Discovery Database Management Computer Communication Networks Algorithm Analysis and Problem Complexity |
| Soggetto genere / forma |
Kongress2013.Beidaihe
Conference proceedings. |
| ISBN | 3-642-39527-9 |
| Classificazione |
DAT 450f
DAT 600f DAT 616f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The International Workshop on Big Data Management on Emerging Hardware (HardBD 2013) -- The Second International Workshop on Massive Data Storage and Processing (MDSP 2013) -- The First International Workshop on Emergency Management in Big Data Age (BigEM 2013) -- The International Workshop on Trajectory Mining in Social Networks (TMSN 2013) -- The First International Workshop on Location-based Query Processing in Mobile Environments (LQPM 2013) -- The First International Workshop on Big Data Management and Service (BDMS 2013). |
| Record Nr. | UNISA-996465537003316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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