Knowledge Graph and Semantic Computing. Language, Knowledge, and Intelligence : Second China Conference, CCKS 2017, Chengdu, China, August 26–29, 2017, Revised Selected Papers / / edited by Juanzi Li, Ming Zhou, Guilin Qi, Ni Lao, Tong Ruan, Jianfeng Du |
Edizione | [1st ed. 2017.] |
Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 |
Descrizione fisica | 1 online resource (XIV, 173 p. 42 illus.) |
Disciplina | 006.3 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Artificial intelligence
Data mining Database management Information storage and retrieval Big data Artificial Intelligence Data Mining and Knowledge Discovery Database Management Information Storage and Retrieval Big Data |
ISBN | 981-10-7359-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Knowledge Base Completion by Learning to Rank Model -- 1 Introduction -- 2 Learning to Rank Model -- 3 Experiments -- 4 Related Work -- 5 Conclusion -- References -- Path-Based Learning for Plant Domain Knowledge Graph -- Abstract -- 1 Introduction -- 2 Approach -- 2.1 TransE Model -- 2.2 PTA Model -- 2.3 PTA (Path-Based TransE for Attributes) -- 2.4 Model Formulation -- 3 Experiments -- 3.1 Setup -- 3.2 Evaluation -- 4 Conclusion -- References -- A Graph-Based Approach to Incremental Classification in OWL 2 QL Ontology -- 1 Introduction -- 2 Preliminaries -- 2.1 OWL 2 QL -- 2.2 Graph Theory Notions -- 2.3 Digraph Representation of OWL QL 2 Ontologies -- 3 Mapping Ontologies Direct Graphs -- 4 Identifying Affected Paths and Updating Transitive Closure -- 5 Optimization -- 6 Implementation and Evaluation -- 7 Discussions -- References -- Tensor-Based Representation and Reasoning of Horn-SHOIQ Ontologies -- 1 Introduction -- 2 Ontology and Tensor Operations -- 3 A Tensor-Based Representation for Ontologies -- 4 Materialization via Tensor Operations -- 5 Conclusions and Future Work -- References -- Attention-Based Event Relevance Model for Stock Price Movement Prediction -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Problem Formulation -- 3.2 Attention-Based Event Relevance Model -- 3.3 Model Training -- 4 Experiments and Results -- 4.1 Dataset Construction -- 4.2 Implementation and Hyper-Parameter Setting -- 4.3 Stock Price Movement Prediction Experiments -- 4.4 Short-Term, Medium-Term, Long-Term Influence -- 5 Conclusion and Future Work -- References -- A Survey on Relation Extraction -- Abstract -- 1 Introduction -- 2 Datasets for Relation Extraction -- 3 Mainstream Methods -- 3.1 Rule-Based Approaches -- 3.2 Statistic-Based Approaches -- 4 Open Information Extraction (OIE).
5 Challenges and Directions -- 6 Conclusion -- Acknowledgment -- References -- A Sentiment and Topic Model with Timeslice, User and Hashtag for Posts on Social Media -- 1 Introduction -- 2 Sentiment Topic Model for Posts -- 3 Experiment -- 3.1 Dataset Description and Parameter Settings -- 3.2 Topic Coherence -- 3.3 Topic Visualization -- 4 Conclusion and Future Work -- References -- Collective Entity Linking Based on DBpedia -- Abstract -- 1 Introduction -- 2 Relate Work -- 3 Preliminary -- 4 Method Description -- 4.1 Candidate Entity Generation -- 4.2 Candidate Entity Selection -- 5 Evaluation -- 5.1 Dataset Description -- 5.2 Evaluation Criteria -- 5.3 Experimental Results -- 6 Conclusion and Future Work -- Acknowledgements -- References -- A CWTM Model of Topic Extraction for Short Text -- Abstract -- 1 Introduction -- 2 Related Work -- 3 A Novel Topic Modeling -- 3.1 Couple Word -- 3.2 Our Approach -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Micro-blog User Community Detection by Focusing on Micro-blog Content and Community Structure -- 1 Introduction -- 2 Related Work -- 3 Establish the Micro-blog Network -- 4 Detect the Objects' Clustering Directions -- 5 Detect Community -- 6 Experiments -- 6.1 Evaluate by the Interest Cohesion -- 6.2 Evaluate by the Community Structure -- 7 Conclusion and Future Work -- References -- Embedding Syntactic Tree Structures into CNN Architecture for Relation Classification -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Our Method -- 3.1 Feature Extraction -- 3.1.1 Syntactic Parsing Tree Embedding Features -- 3.1.2 Lexical Level Features -- 3.1.3 Entities Parsing Tree Embedding Features -- 3.2 Convolution Operation -- 3.3 Max-pooling Operation -- 3.4 Linear Transformation -- 3.5 Output -- 3.6 Dropout Operation -- 3.7 Training Procedure -- 4 Experiments -- 5 Conclusions. Acknowledgements -- References -- Tracking Topic Trends for Short Texts -- 1 Introduction -- 2 Related Work -- 3 Topic Trend Detection (TTD) Model -- 3.1 Pre-process Stage -- 3.2 An Optimized Topic Model -- 3.3 Auxiliary Word Embeddings -- 4 Experiments -- 4.1 Datasets -- 4.2 Experimental Setup -- 4.3 Evaluation by Topic Coherence -- 4.4 Trend Detection in Microblog -- 5 Conclusion and Future Work -- References -- BSBM+: Extending BSBM to Evaluate Annotated RDF Features on Graph Databases -- 1 Introduction -- 2 Related Work -- 2.1 Annotated RDF -- 2.2 Benchmarks -- 2.3 Temporal and Geospatial Operators -- 3 Data Model -- 3.1 Annotation -- 3.2 Annotated RDF -- 3.3 Extended SPARQL and Extended Graph Engines -- 4 Benchmark Workflow -- 5 Dataset -- 5.1 Distribution of Annotation Type and Annotation Number -- 5.2 Distribution of the Annotation Values -- 6 Experiment -- 6.1 Metrics -- 6.2 Graph Engines Chosen and Experiment Circumstance -- 6.3 Engine Extension Module -- 6.4 SPARQL Extension Module -- 7 Results -- 7.1 Engine Extension Module -- 7.2 SPARQL Extension Module -- 8 Conclusion and Future Work -- References -- Detecting Spammers in Sina Micro-blog Based on Multiple Features -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Advertising Spammers Detecting Model -- 3.1 Basic Definitions -- 3.2 Similarity Detection -- 4 Experiment and Analysis on Dataset -- 4.1 Dataset and Preprocessing -- 4.2 Evaluation Criterion -- 5 Conclusions and Future Work -- References -- A Hybrid Method to Sentiment Analysis for Chinese Microblog -- 1 Introduction -- 2 Related Work -- 2.1 Lexicon-Based -- 2.2 Machine Leaning Method -- 3 A Hybrid Method to the Sentiment Analysis for Chinese Microblog (SAFCM) -- 3.1 Construction of Sentiment Lexicon -- 3.2 Word Embedding -- 3.3 Clustering -- 4 Experiments -- 4.1 Data Sets -- 4.2 Experiment Results. 5 Conclusion and Future Work -- References -- A User Personality-Similarity Model for Personalized Followee Recommendation in SINA Microblog -- 1 Introduction -- 2 Related Work -- 3 Our Method -- 3.1 User-Based Factor -- 3.2 Personality-Based Factors -- 4 Experiment -- 4.1 Results -- 5 Conclusions -- References -- CrowdGeoKG: Crowdsourced Geo-Knowledge Graph -- 1 Introduction -- 2 Technical Framework -- 2.1 Schema Design -- 2.2 Data Transformation and Linking -- 3 Dataset Exploitation -- 4 Conclusion and Future Work -- References -- Author Index. |
Record Nr. | UNINA-9910255453203321 |
Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Mining user generated content / / edited by Marie-Francine Moens, Katholieke Universiteit Leuven, Belgium, Juanzi Li, Tsinghua University, China, Tat-Seng Chua, National University of Singapore, Singapore |
Edizione | [1st edition] |
Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , [2014] |
Descrizione fisica | 1 online resource (446 p.) |
Disciplina |
006.3/12
006.312 |
Collana | Chapman & Hall/CRC social media and social computing series |
Soggetto topico |
Data mining
User-generated content |
ISBN |
0-429-08761-6
1-4665-5741-9 |
Classificazione | COM021000COM021030COM079010 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | part I. Introduction -- part II. Mining different media -- part III. Mining and searching different types of UGC -- part IV. Applications. |
Record Nr. | UNINA-9910789123003321 |
Boca Raton : , : Taylor & Francis, , [2014] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Mining user generated content / / edited by Marie-Francine Moens, Katholieke Universiteit Leuven, Belgium, Juanzi Li, Tsinghua University, China, Tat-Seng Chua, National University of Singapore, Singapore |
Edizione | [1st edition] |
Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , [2014] |
Descrizione fisica | 1 online resource (446 p.) |
Disciplina |
006.3/12
006.312 |
Collana | Chapman & Hall/CRC social media and social computing series |
Soggetto topico |
Data mining
User-generated content |
ISBN |
0-429-08761-6
1-4665-5741-9 |
Classificazione | COM021000COM021030COM079010 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | part I. Introduction -- part II. Mining different media -- part III. Mining and searching different types of UGC -- part IV. Applications. |
Record Nr. | UNINA-9910800154703321 |
Boca Raton : , : Taylor & Francis, , [2014] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Mining user generated content / / edited by Marie-Francine Moens, Katholieke Universiteit Leuven, Belgium, Juanzi Li, Tsinghua University, China, Tat-Seng Chua, National University of Singapore, Singapore |
Edizione | [1st edition] |
Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , [2014] |
Descrizione fisica | 1 online resource (446 p.) |
Disciplina |
006.3/12
006.312 |
Collana | Chapman & Hall/CRC social media and social computing series |
Soggetto topico |
Data mining
User-generated content |
ISBN |
0-429-08761-6
1-4665-5741-9 |
Classificazione | COM021000COM021030COM079010 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | part I. Introduction -- part II. Mining different media -- part III. Mining and searching different types of UGC -- part IV. Applications. |
Record Nr. | UNINA-9910828145903321 |
Boca Raton : , : Taylor & Francis, , [2014] | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Natural Language Processing and Chinese Computing [[electronic resource] ] : 4th CCF Conference, NLPCC 2015, Nanchang, China, October 9-13, 2015, Proceedings / / edited by Juanzi Li, Heng Ji, Dongyan Zhao, Yansong Feng |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (XX, 610 p. 152 illus. in color.) |
Disciplina | 006.35 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Natural language processing (Computer science)
Application software Multimedia information systems Information storage and retrieval Database management Data mining Natural Language Processing (NLP) Information Systems Applications (incl. Internet) Multimedia Information Systems Information Storage and Retrieval Database Management Data Mining and Knowledge Discovery |
ISBN | 3-319-25207-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-996466429603316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
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Natural Language Processing and Chinese Computing : 4th CCF Conference, NLPCC 2015, Nanchang, China, October 9-13, 2015, Proceedings / / edited by Juanzi Li, Heng Ji, Dongyan Zhao, Yansong Feng |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (XX, 610 p. 152 illus. in color.) |
Disciplina | 006.35 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Natural language processing (Computer science)
Application software Multimedia information systems Information storage and retrieval Database management Data mining Natural Language Processing (NLP) Information Systems Applications (incl. Internet) Multimedia Information Systems Information Storage and Retrieval Database Management Data Mining and Knowledge Discovery |
ISBN | 3-319-25207-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910484095903321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Natural Language Processing and Chinese Computing : Second CCF Conference, NLPCC 2013, Chongqing, China, November 15-19, 2013. Proceedings / / edited by Guodong Zhou, Juanzi Li, Dongyan Zhao, Yansong Feng |
Edizione | [1st ed. 2013.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
Descrizione fisica | 1 online resource (XXIV, 450 p. 113 illus.) |
Disciplina | 006.35 |
Collana | Communications in Computer and Information Science |
Soggetto topico |
Natural language processing (Computer science)
User interfaces (Computer systems) Multimedia information systems Application software Natural Language Processing (NLP) User Interfaces and Human Computer Interaction Multimedia Information Systems Computer Applications |
ISBN | 3-642-41644-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Fundamentals on language computing -- Applications on language computing -- Machine learning for NLP -- Machine translation and multi-lingual information access -- NLP for social media and web mining, knowledge acquisition -- NLP for search technology and ads -- NLP fundamentals -- NLP applications -- NLP for social media. |
Record Nr. | UNINA-9910437590703321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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The Semantic Web [[electronic resource] ] : Joint International Semantic Technology Conference, JIST 2011, Hangzhou, China, December 4-7, 2011, Proceedings / / edited by Jeff Z. Pan, Huajun Chen, Hong-Gee Kim, Juanzi Li, Zhe Wu, Ian Horrocks, Riichiro Mizoguchi, Zhaohui Wu |
Edizione | [1st ed. 2012.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
Descrizione fisica | 1 online resource (XIII, 436 p. 119 illus.) |
Disciplina | 025.042/7 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Application software
Information storage and retrieval Computer communication systems Computers Data structures (Computer science) Database management Information Systems Applications (incl. Internet) Information Storage and Retrieval Computer Communication Networks Models and Principles Data Structures Database Management |
ISBN | 3-642-29923-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-996465565403316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
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Semantic web and web science / / Juanzi Li, Guilin Qi, Dongyan Zhao, Wolfgang Nejdl, Hai-Tao Zheng, editors |
Edizione | [1st ed. 2013.] |
Pubbl/distr/stampa | New York : , : Springer, , 2013 |
Descrizione fisica | 1 online resource (ix, 404 pages) : illustrations (some color) |
Disciplina | 025.0427 |
Collana | Springer Proceedings in Complexity |
Soggetto topico |
Semantic Web
Semantic computing World Wide Web |
Soggetto genere / forma | Conference papers and proceedings. |
ISBN | 1-4614-6880-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Preface -- Enhancing Software Search with Semantic Information from Wikipedia -- Using Semantic Technology to Improve Recommender Systems Based on Slope One -- Finding, Extracting and Building Academic Linked Data -- Proactive Recommendation Based on EL Concept Learning -- Impact of Multimedia in Sina Weibo: Popularity and Life Span -- Ontology based Model and Procedure Creation for Topic Analysis -- On the Temporal Dynamics of Influence on the Social Semantic Web -- A Detailed Analysis of the Quality of Stream-Based Schema Construction on Linked Open Data -- Building Large Scale Knowledge Base for Relationships from Text -- Co-mention and Context Based Entity Linking -- An Approach of Text Sentiment Analysis for Public Opinion Monitoring System -- Music Recommendation Based on Label Correlation -- Inferring Public and Private Topics for Similar Events -- SemreX: A Semantic Association based Scientific Literature Sharing System -- Consequence Based Procedure for Description Logics with Self Restriction -- SAPOP: Semi-automatic Framework for Practical Ontology Population from Structured Knowledge Bases -- Exploring Information Flow Patterns between News Portals and Micro-blogging Platforms -- A Two-Step Non-redundant Subspace Clustering -- Exploiting Ontologiesto Rank Relationships between Patents -- Search Results Diversification Based on Swap Minimal Marginal Contribution -- Who are we talking about? Identifying Scientific Populations Online -- Study of Ontology Debugging Approaches based on the Criterion Set BLUEI2CI -- NJVR: The NanJing Vocabulary Repository -- Visualizing RDF Data Profile with UML Diagram -- Empirical Study of POI-oriented Focused Crawler -- Semantic Word Similarity Learned from Heterogeneous Knowledge Bases -- A Workload-based Partitioning Scheme for Parallel RDF Data Processing -- Chinese Micro Blog Sentiment Analysis Based on Semi-supervised Learning -- Lexicon-based Sentiment Analysis on Topical Chinese Microblog Messages -- Research on Indexing Page Collection Selection Method for Search Engine -- The Chinese Bag-of-Opinions Method for Hot-Topic-Oriented Sentiment Analysis on Weibo -- A Semantic-Driven Music Recommendation Model for Digital Photo Albums -- The DReW System for Nonmonotonic DL-Programs -- Accessing Information about Linked Data Vocabularies with vocab.cc -- Qualitative Cognition for Uncertainty Knowledge Using Cloud Model. |
Record Nr. | UNINA-9910741171703321 |
New York : , : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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