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Biblioteca

MARC Lista (tabellare)
Collaboration in the digital age : how technology enables individuals, teams and businesses / / Kai Riemer, Stefan Schellhammer, Michaela Meinert, editors
Collaboration in the digital age : how technology enables individuals, teams and businesses / / Kai Riemer, Stefan Schellhammer, Michaela Meinert, editors
Edizione [1st ed. 2019.]
Pubbl/distr/stampa Cham : , : Springer, , [2019]
Descrizione fisica 1 online resource (xii, 307 pages) : illustrations, charts
Disciplina 658.4038
Collana Progress in IS
Soggetto topico Teams in the workplace - Data processing
Business enterprises - Technological innovations
Management
Management information systems
ISBN 3-319-94487-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Collaboration in the Digital Age - An Introduction -- Part I: Digital Work and Team Collaboration -- Part II: Digital Networks and Inter-organisational Collaboration -- Part III: Digital Commerce and Consumer Experience.
Record Nr. UNINA-9910337800703321
Cham : , : Springer, , [2019]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computer supported cooperative work
Computer supported cooperative work
Pubbl/distr/stampa Dordrecht, : Kluwer Academic Publishers, 1992-
Descrizione fisica 1 online resource
Disciplina 658.4036
Soggetto topico Teams in the workplace - Data processing
Microcomputer workstations
Computer networks
Équipes de travail - Informatique
Postes de travail (Bureautique)
Réseaux d'ordinateurs
Computer Science
Soggetto genere / forma Periodicals.
ISSN 1573-7551
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti CSCW
Record Nr. UNINA-9910142663903321
Dordrecht, : Kluwer Academic Publishers, 1992-
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computer supported cooperative work
Computer supported cooperative work
Pubbl/distr/stampa Dordrecht, : Kluwer Academic Publishers, 1992-
Descrizione fisica 1 online resource
Disciplina 658.4036
Soggetto topico Teams in the workplace - Data processing
Microcomputer workstations
Computer networks
Équipes de travail - Informatique
Postes de travail (Bureautique)
Réseaux d'ordinateurs
Computer Science
Soggetto genere / forma Periodicals.
ISSN 1573-7551
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti CSCW
Record Nr. UNISA-996216674403316
Dordrecht, : Kluwer Academic Publishers, 1992-
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Computer supported cooperative work and social computing . Part I : 16th CCF Conference, Chinese CSCW 2021, Xiangtan, China, November 26-28, 2021, revised selected papers / / Yuqing Sun [and six others], editors
Computer supported cooperative work and social computing . Part I : 16th CCF Conference, Chinese CSCW 2021, Xiangtan, China, November 26-28, 2021, revised selected papers / / Yuqing Sun [and six others], editors
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (650 pages)
Disciplina 658.4022
Collana Communications in Computer and Information Science
Soggetto topico Teams in the workplace - Data processing
Teams in the workplace - Data processing - Evaluation
ISBN 981-19-4546-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISA-996483159503316
Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Computer supported cooperative work and social computing : 16th CCF conference, ChineseCSCW 2021, Xiangtan, China, November 26-28, 2021 : revised selected papers. Part II / / edited by Yuqing Sun [and six others]
Computer supported cooperative work and social computing : 16th CCF conference, ChineseCSCW 2021, Xiangtan, China, November 26-28, 2021 : revised selected papers. Part II / / edited by Yuqing Sun [and six others]
Pubbl/distr/stampa Gateway East, Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (548 pages)
Disciplina 658.302
Collana Communications in Computer and Information Science
Soggetto topico Teams in the workplace - Data processing
ISBN 981-19-4549-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Crowd Intelligence and Crowd Cooperative Computing -- Locally Linear Embedding Discriminant Feature Learning Model -- 1 Introduction -- 2 Related Work -- 3 UD-LLE Model -- 3.1 Construction of UD-LLE -- 3.2 Algorithm Based on UD-LLE Model -- 4 Experimental Results -- 4.1 Evaluation Measures -- 4.2 Experimental Settings -- 4.3 Comparison Results -- 5 Conclusion -- References -- Cache Optimization Based on Linear Regression and Directed Acyclic Task Graph -- 1 Introduction -- 2 Prearrangement Knowledge -- 2.1 Multiple Linear Regression Algorithm -- 2.2 DAG Task Graph -- 3 Method -- 3.1 Problem Definition -- 3.2 Feature Processing -- 3.3 Model Training -- 3.4 Component Design -- 4 Experimental Analysis -- 4.1 Evaluation Index -- 4.2 Experimental Results -- 5 Summary -- References -- A University Portrait System Incorporating Academic Social Network -- 1 Introduction -- 2 Preliminary -- 2.1 Text Mining Technique -- 2.2 Scraping Techniques -- 2.3 SCHOLAT Data -- 3 System Design -- 3.1 Data Collection and Data Cleaning -- 3.2 University Tags Extraction -- 4 Implementation -- 4.1 Data Collection -- 4.2 University Tagging -- 4.3 Portrait Construction and Updating -- 5 Evaluation -- 5.1 Evaluation of University Portrait -- 5.2 Comparison -- 5.3 Discussion -- 6 Conclusion -- References -- Multi-objective Optimization of Ticket Assignment Problem in Large Data Centers -- 1 Introduction -- 2 Related Work -- 2.1 Ticket Routing -- 2.2 Ticket Scheduling -- 3 Problem Description -- 4 Proposed GAMOA* -- 4.1 Transforming Ticket Scheduling to Routing -- 4.2 Multi-objective A* for Scheduling Ordered Tickets -- 4.3 Genetic Algorithm for Ticket Ordering -- 5 Performance Evaluation -- 5.1 Experimental Results -- 6 Conclusion -- References.
Joint Embedding Multiple Feature and Rule for Paper Recommendation -- 1 Introduction -- 2 Related Work -- 2.1 Recommendations Based on Content and Rating Features -- 2.2 Recommendations Based on Structural Features -- 3 Joint Multi-feature and Rules Paper Embedding Method -- 3.1 Problem Definition -- 3.2 Overall Framework -- 3.3 Rule-Based Sample Selection Strategy -- 3.4 Joint Embedding Based Academic Paper Recommendation -- 4 Experiments -- 4.1 Dataset -- 4.2 Baselines and Experiment Setup -- 4.3 Results -- 5 Conclusion -- References -- Predicting Drug-Target Interactions Binding Affinity by Using Dual Updating Multi-task Learning -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Datasets -- 3.2 Model Architecture -- 3.3 Training Procedure -- 3.4 Adaptation Strategy -- 4 Experiments and Results -- 4.1 Experimental Setup -- 4.2 Comparative Study -- 4.3 Results -- 5 Conclusions and Discussion -- References -- GRE: A GAT-Based Relation Embedding Model of Knowledge Graph for Recommendation -- 1 Introduction -- 2 Related Work -- 2.1 Graph Attention Networks -- 2.2 Knowledge Graph Aware Recommender Systems -- 3 The Proposed Model -- 3.1 Problem Formulation -- 3.2 Triple Set and Triple Group Extraction -- 3.3 GAT-Based Entity Aggregation and Relation Embedding -- 3.4 Click-Through-Rate Prediction -- 4 Experiments -- 4.1 Datasets -- 4.2 Baselines -- 4.3 Experiment Setup -- 4.4 Experiment Results -- 5 Conclusion -- References -- Locating Hidden Sources in Evolutionary Games Based on Fuzzy Cognitive Map -- 1 Introduction -- 2 Background -- 2.1 Fuzzy Cognitive Maps -- 2.2 EG Model -- 3 Locating Hidden Agents in FCMs -- 3.1 Overall Design Process -- 3.2 Learning FCMs from Time Series -- 3.3 Model EG Using FCM -- 3.4 Measuring Anomaly -- 4 Experiment -- 4.1 Performance Measures -- 4.2 Case 1: Brazilian Amazon Example.
4.3 Case 2: Supervisory Control Systems -- 4.4 Case 3: Mobile Payment System Project -- 4.5 Effect of NMon LHN -- 5 Conclusions -- References -- Deep Bug Triage Model Based on Multi-head Self-attention Mechanism -- 1 Introduction -- 2 Related Work -- 3 MSDBT Model -- 3.1 Input Layer -- 3.2 Feature Extraction Layer -- 3.3 Multi-head Self-attention Layer -- 3.4 Output Layer -- 4 Experimental -- 4.1 Data Set -- 4.2 Metrics -- 4.3 Comparative Models -- 4.4 Experimental Result -- 5 Conclusion -- References -- Taxi Pick-Up Area Recommendation via Integrating Spatio-Temporal Contexts into XDeepFM -- 1 Introduction -- 2 Related Work -- 3 The Framework of Taxi Pick-Up Area Recommendation -- 3.1 Related Definition -- 3.2 Recommendation Framework -- 4 Methodology Overview -- 4.1 XDeepFM -- 4.2 Construction of Spatio-Temporal Contexts Matrix -- 4.3 Pick-Up Area Recommendation -- 5 Experiments -- 5.1 Data Set -- 5.2 Performance Comparison with Other Recommendation Methods -- 5.3 Performance Evaluation of Spatio-Temporal Contexts -- 6 Conclusion -- References -- Learning When to Communicate Among Actors with the Centralized Critic for the Multi-agent System -- 1 Introduction -- 2 Related Works -- 3 Methods -- 4 Experiments -- 4.1 Setup -- 4.2 Results and Analysis -- 5 Conclusions -- References -- Social Media and Online Communities -- Academic Article Classification Algorithm Based on Pre-trained Model and Keyword Extraction -- 1 Introduction -- 2 Background and Related Work -- 3 Our Model -- 3.1 Problem Formulation -- 3.2 The Design of Neural Network -- 3.3 Fine-Tuning Technique Based on Keyword Extraction -- 4 Experimental Setup -- 4.1 Dataset Description -- 4.2 Dataset Preparation -- 4.3 Evaluation Metrics -- 4.4 Pre-experiments -- 4.5 Experiments -- 5 Results and Discussion -- 5.1 Results -- 5.2 Discussion -- 5.3 Future Trend -- 6 Conclusion and Future Work.
References -- ResConvE: Deeper Convolution-Based Knowledge Graph Embeddings -- 1 Introduction -- 2 Related Work -- 3 Background -- 4 ResConvE -- 4.1 Overview -- 4.2 Detail -- 5 Experiments -- 5.1 Knowledge Graph Datasets -- 5.2 Evaluation Protocol -- 5.3 Experimental Setup -- 6 Result -- 6.1 Comparison of Performance -- 7 Conclusion and Future Work -- References -- Extractive-Abstractive: A Two-Stage Model for Long Text Summarization -- 1 Introduction -- 2 Related Work -- 3 Our Model -- 3.1 Extractive Model -- 3.2 Abstractive Model -- 4 Experimental Setup -- 4.1 Experimental Dataset -- 4.2 Evaluation Metrics -- 4.3 Model Settings -- 5 Results and Analysis -- 5.1 Results -- 5.2 Analysis -- 5.3 Application Case -- 6 Conclusion and Future Work -- References -- A Random-Walk-Based Heterogeneous Attention Network for Community Detection -- 1 Introduction -- 2 Related Work -- 2.1 NRL Algorithms on Homogeneous Networks -- 2.2 NRL Algorithms on Heterogeneous Networks -- 3 Preliminaries -- 4 RHAN -- 4.1 Random Walk with Classification -- 4.2 Intra-type Attention Computation -- 4.3 Inter-type Attention Computation -- 4.4 Loss Function for Training -- 4.5 Time Complexity Analysis -- 5 Experiments -- 5.1 Datasets -- 5.2 Evaluation Metrics -- 5.3 Baseline Algorithms -- 5.4 Parameter Settings -- 5.5 Parameter Experiment -- 5.6 Ablation Experiment -- 5.7 Accuracy Experiment -- 6 Conclusions -- References -- Attributed Network Embedding Based on Attributed-Subgraph-Based Random Walk for Community Detection -- 1 Introduction -- 2 Related Work -- 3 ANE_ASRW Algorithm -- 3.1 Structure Information Extraction -- 3.2 Attribute Information Extraction -- 3.3 Embedding Vector Generation -- 3.4 Embedding Vector Enhancement -- 3.5 Time Complexity Analysis -- 4 Experiments -- 4.1 Datasets -- 4.2 Baseline Algorithms -- 4.3 Parameter Settings -- 4.4 Evaluation Metric.
4.5 Parameter Experiment -- 4.6 Accuracy Experiment -- 4.7 Ablation Experiment -- 4.8 Embedding Vectors Visualization -- 5 Conclusions -- References -- Adaptive Seed Expansion Based on Composite Similarity for Community Detection in Attributed Networks -- 1 Introduction -- 2 Related Work -- 2.1 Community Detection Based on Seed Expansion -- 2.2 Community Detection in Attributed Networks -- 2.3 Community Detection Based on High-Order Structure -- 3 Preliminaries -- 4 ASECS -- 4.1 Weighted KNN Graph Generation -- 4.2 Community Detection by Seed Expansion -- 4.3 Complexity Analysis -- 5 Experiments -- 5.1 Datasets Description -- 5.2 Experimental Settings -- 5.3 Parameter Experiments -- 5.4 Accuracy Experiments -- 6 Conclusions -- References -- MDN: Meta-transfer Learning Method for Fake News Detection -- 1 Introduction -- 2 Related Work -- 2.1 Fake New Detection -- 2.2 Few-Shot Learning -- 3 Methodology -- 3.1 Problem Statement -- 3.2 The MDN Framework -- 3.3 Training of MDN -- 4 Experiments -- 4.1 Datasets -- 4.2 Model Training -- 4.3 Detection Results -- 5 Conclusion -- References -- Local Community Detection Algorithm Based on Core Area Expansion -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Concepts and Definitions -- 3.2 The Proposed Algorithm -- 3.3 Complexity -- 4 Experiments -- 4.1 Datesets -- 4.2 Comparison Algorithms and Evaluation Metrics -- 4.3 Parameter Experiments -- 4.4 Accuracy Experiments -- 4.5 Visualization Experiments -- 5 Conclusion -- References -- Federated Clique Percolation for Overlapping Community Detection on Attributed Networks -- 1 Introduction -- 2 Related Work -- 2.1 Clique Percolation Algorithms -- 2.2 Privacy-Preserving Community Detection -- 2.3 Federated Learning on Graphs -- 3 Preliminaries -- 3.1 Problem Definition -- 3.2 Network Privacy -- 4 Proposed Method -- 4.1 SCPAN -- 4.2 FCPAN.
4.3 Complexity Analysis.
Record Nr. UNISA-996483161303316
Gateway East, Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Computer supported cooperative work and social computing . Part I : 16th CCF Conference, Chinese CSCW 2021, Xiangtan, China, November 26-28, 2021, revised selected papers / / Yuqing Sun [and six others], editors
Computer supported cooperative work and social computing . Part I : 16th CCF Conference, Chinese CSCW 2021, Xiangtan, China, November 26-28, 2021, revised selected papers / / Yuqing Sun [and six others], editors
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (650 pages)
Disciplina 658.4022
Collana Communications in Computer and Information Science
Soggetto topico Teams in the workplace - Data processing
Teams in the workplace - Data processing - Evaluation
ISBN 981-19-4546-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910585768503321
Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computer supported cooperative work and social computing : 16th CCF conference, ChineseCSCW 2021, Xiangtan, China, November 26-28, 2021 : revised selected papers. Part II / / edited by Yuqing Sun [and six others]
Computer supported cooperative work and social computing : 16th CCF conference, ChineseCSCW 2021, Xiangtan, China, November 26-28, 2021 : revised selected papers. Part II / / edited by Yuqing Sun [and six others]
Pubbl/distr/stampa Gateway East, Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (548 pages)
Disciplina 658.302
Collana Communications in Computer and Information Science
Soggetto topico Teams in the workplace - Data processing
ISBN 981-19-4549-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Crowd Intelligence and Crowd Cooperative Computing -- Locally Linear Embedding Discriminant Feature Learning Model -- 1 Introduction -- 2 Related Work -- 3 UD-LLE Model -- 3.1 Construction of UD-LLE -- 3.2 Algorithm Based on UD-LLE Model -- 4 Experimental Results -- 4.1 Evaluation Measures -- 4.2 Experimental Settings -- 4.3 Comparison Results -- 5 Conclusion -- References -- Cache Optimization Based on Linear Regression and Directed Acyclic Task Graph -- 1 Introduction -- 2 Prearrangement Knowledge -- 2.1 Multiple Linear Regression Algorithm -- 2.2 DAG Task Graph -- 3 Method -- 3.1 Problem Definition -- 3.2 Feature Processing -- 3.3 Model Training -- 3.4 Component Design -- 4 Experimental Analysis -- 4.1 Evaluation Index -- 4.2 Experimental Results -- 5 Summary -- References -- A University Portrait System Incorporating Academic Social Network -- 1 Introduction -- 2 Preliminary -- 2.1 Text Mining Technique -- 2.2 Scraping Techniques -- 2.3 SCHOLAT Data -- 3 System Design -- 3.1 Data Collection and Data Cleaning -- 3.2 University Tags Extraction -- 4 Implementation -- 4.1 Data Collection -- 4.2 University Tagging -- 4.3 Portrait Construction and Updating -- 5 Evaluation -- 5.1 Evaluation of University Portrait -- 5.2 Comparison -- 5.3 Discussion -- 6 Conclusion -- References -- Multi-objective Optimization of Ticket Assignment Problem in Large Data Centers -- 1 Introduction -- 2 Related Work -- 2.1 Ticket Routing -- 2.2 Ticket Scheduling -- 3 Problem Description -- 4 Proposed GAMOA* -- 4.1 Transforming Ticket Scheduling to Routing -- 4.2 Multi-objective A* for Scheduling Ordered Tickets -- 4.3 Genetic Algorithm for Ticket Ordering -- 5 Performance Evaluation -- 5.1 Experimental Results -- 6 Conclusion -- References.
Joint Embedding Multiple Feature and Rule for Paper Recommendation -- 1 Introduction -- 2 Related Work -- 2.1 Recommendations Based on Content and Rating Features -- 2.2 Recommendations Based on Structural Features -- 3 Joint Multi-feature and Rules Paper Embedding Method -- 3.1 Problem Definition -- 3.2 Overall Framework -- 3.3 Rule-Based Sample Selection Strategy -- 3.4 Joint Embedding Based Academic Paper Recommendation -- 4 Experiments -- 4.1 Dataset -- 4.2 Baselines and Experiment Setup -- 4.3 Results -- 5 Conclusion -- References -- Predicting Drug-Target Interactions Binding Affinity by Using Dual Updating Multi-task Learning -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Datasets -- 3.2 Model Architecture -- 3.3 Training Procedure -- 3.4 Adaptation Strategy -- 4 Experiments and Results -- 4.1 Experimental Setup -- 4.2 Comparative Study -- 4.3 Results -- 5 Conclusions and Discussion -- References -- GRE: A GAT-Based Relation Embedding Model of Knowledge Graph for Recommendation -- 1 Introduction -- 2 Related Work -- 2.1 Graph Attention Networks -- 2.2 Knowledge Graph Aware Recommender Systems -- 3 The Proposed Model -- 3.1 Problem Formulation -- 3.2 Triple Set and Triple Group Extraction -- 3.3 GAT-Based Entity Aggregation and Relation Embedding -- 3.4 Click-Through-Rate Prediction -- 4 Experiments -- 4.1 Datasets -- 4.2 Baselines -- 4.3 Experiment Setup -- 4.4 Experiment Results -- 5 Conclusion -- References -- Locating Hidden Sources in Evolutionary Games Based on Fuzzy Cognitive Map -- 1 Introduction -- 2 Background -- 2.1 Fuzzy Cognitive Maps -- 2.2 EG Model -- 3 Locating Hidden Agents in FCMs -- 3.1 Overall Design Process -- 3.2 Learning FCMs from Time Series -- 3.3 Model EG Using FCM -- 3.4 Measuring Anomaly -- 4 Experiment -- 4.1 Performance Measures -- 4.2 Case 1: Brazilian Amazon Example.
4.3 Case 2: Supervisory Control Systems -- 4.4 Case 3: Mobile Payment System Project -- 4.5 Effect of NMon LHN -- 5 Conclusions -- References -- Deep Bug Triage Model Based on Multi-head Self-attention Mechanism -- 1 Introduction -- 2 Related Work -- 3 MSDBT Model -- 3.1 Input Layer -- 3.2 Feature Extraction Layer -- 3.3 Multi-head Self-attention Layer -- 3.4 Output Layer -- 4 Experimental -- 4.1 Data Set -- 4.2 Metrics -- 4.3 Comparative Models -- 4.4 Experimental Result -- 5 Conclusion -- References -- Taxi Pick-Up Area Recommendation via Integrating Spatio-Temporal Contexts into XDeepFM -- 1 Introduction -- 2 Related Work -- 3 The Framework of Taxi Pick-Up Area Recommendation -- 3.1 Related Definition -- 3.2 Recommendation Framework -- 4 Methodology Overview -- 4.1 XDeepFM -- 4.2 Construction of Spatio-Temporal Contexts Matrix -- 4.3 Pick-Up Area Recommendation -- 5 Experiments -- 5.1 Data Set -- 5.2 Performance Comparison with Other Recommendation Methods -- 5.3 Performance Evaluation of Spatio-Temporal Contexts -- 6 Conclusion -- References -- Learning When to Communicate Among Actors with the Centralized Critic for the Multi-agent System -- 1 Introduction -- 2 Related Works -- 3 Methods -- 4 Experiments -- 4.1 Setup -- 4.2 Results and Analysis -- 5 Conclusions -- References -- Social Media and Online Communities -- Academic Article Classification Algorithm Based on Pre-trained Model and Keyword Extraction -- 1 Introduction -- 2 Background and Related Work -- 3 Our Model -- 3.1 Problem Formulation -- 3.2 The Design of Neural Network -- 3.3 Fine-Tuning Technique Based on Keyword Extraction -- 4 Experimental Setup -- 4.1 Dataset Description -- 4.2 Dataset Preparation -- 4.3 Evaluation Metrics -- 4.4 Pre-experiments -- 4.5 Experiments -- 5 Results and Discussion -- 5.1 Results -- 5.2 Discussion -- 5.3 Future Trend -- 6 Conclusion and Future Work.
References -- ResConvE: Deeper Convolution-Based Knowledge Graph Embeddings -- 1 Introduction -- 2 Related Work -- 3 Background -- 4 ResConvE -- 4.1 Overview -- 4.2 Detail -- 5 Experiments -- 5.1 Knowledge Graph Datasets -- 5.2 Evaluation Protocol -- 5.3 Experimental Setup -- 6 Result -- 6.1 Comparison of Performance -- 7 Conclusion and Future Work -- References -- Extractive-Abstractive: A Two-Stage Model for Long Text Summarization -- 1 Introduction -- 2 Related Work -- 3 Our Model -- 3.1 Extractive Model -- 3.2 Abstractive Model -- 4 Experimental Setup -- 4.1 Experimental Dataset -- 4.2 Evaluation Metrics -- 4.3 Model Settings -- 5 Results and Analysis -- 5.1 Results -- 5.2 Analysis -- 5.3 Application Case -- 6 Conclusion and Future Work -- References -- A Random-Walk-Based Heterogeneous Attention Network for Community Detection -- 1 Introduction -- 2 Related Work -- 2.1 NRL Algorithms on Homogeneous Networks -- 2.2 NRL Algorithms on Heterogeneous Networks -- 3 Preliminaries -- 4 RHAN -- 4.1 Random Walk with Classification -- 4.2 Intra-type Attention Computation -- 4.3 Inter-type Attention Computation -- 4.4 Loss Function for Training -- 4.5 Time Complexity Analysis -- 5 Experiments -- 5.1 Datasets -- 5.2 Evaluation Metrics -- 5.3 Baseline Algorithms -- 5.4 Parameter Settings -- 5.5 Parameter Experiment -- 5.6 Ablation Experiment -- 5.7 Accuracy Experiment -- 6 Conclusions -- References -- Attributed Network Embedding Based on Attributed-Subgraph-Based Random Walk for Community Detection -- 1 Introduction -- 2 Related Work -- 3 ANE_ASRW Algorithm -- 3.1 Structure Information Extraction -- 3.2 Attribute Information Extraction -- 3.3 Embedding Vector Generation -- 3.4 Embedding Vector Enhancement -- 3.5 Time Complexity Analysis -- 4 Experiments -- 4.1 Datasets -- 4.2 Baseline Algorithms -- 4.3 Parameter Settings -- 4.4 Evaluation Metric.
4.5 Parameter Experiment -- 4.6 Accuracy Experiment -- 4.7 Ablation Experiment -- 4.8 Embedding Vectors Visualization -- 5 Conclusions -- References -- Adaptive Seed Expansion Based on Composite Similarity for Community Detection in Attributed Networks -- 1 Introduction -- 2 Related Work -- 2.1 Community Detection Based on Seed Expansion -- 2.2 Community Detection in Attributed Networks -- 2.3 Community Detection Based on High-Order Structure -- 3 Preliminaries -- 4 ASECS -- 4.1 Weighted KNN Graph Generation -- 4.2 Community Detection by Seed Expansion -- 4.3 Complexity Analysis -- 5 Experiments -- 5.1 Datasets Description -- 5.2 Experimental Settings -- 5.3 Parameter Experiments -- 5.4 Accuracy Experiments -- 6 Conclusions -- References -- MDN: Meta-transfer Learning Method for Fake News Detection -- 1 Introduction -- 2 Related Work -- 2.1 Fake New Detection -- 2.2 Few-Shot Learning -- 3 Methodology -- 3.1 Problem Statement -- 3.2 The MDN Framework -- 3.3 Training of MDN -- 4 Experiments -- 4.1 Datasets -- 4.2 Model Training -- 4.3 Detection Results -- 5 Conclusion -- References -- Local Community Detection Algorithm Based on Core Area Expansion -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Concepts and Definitions -- 3.2 The Proposed Algorithm -- 3.3 Complexity -- 4 Experiments -- 4.1 Datesets -- 4.2 Comparison Algorithms and Evaluation Metrics -- 4.3 Parameter Experiments -- 4.4 Accuracy Experiments -- 4.5 Visualization Experiments -- 5 Conclusion -- References -- Federated Clique Percolation for Overlapping Community Detection on Attributed Networks -- 1 Introduction -- 2 Related Work -- 2.1 Clique Percolation Algorithms -- 2.2 Privacy-Preserving Community Detection -- 2.3 Federated Learning on Graphs -- 3 Preliminaries -- 3.1 Problem Definition -- 3.2 Network Privacy -- 4 Proposed Method -- 4.1 SCPAN -- 4.2 FCPAN.
4.3 Complexity Analysis.
Record Nr. UNINA-9910585791203321
Gateway East, Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computer supported cooperative work and social computing : 15th CCF Conference, ChineseCSCW 2020, Shenzhen, China, November 7-9, 2020, Revised selected papers / / Yuqing Sun [and four others], editors
Computer supported cooperative work and social computing : 15th CCF Conference, ChineseCSCW 2020, Shenzhen, China, November 7-9, 2020, Revised selected papers / / Yuqing Sun [and four others], editors
Edizione [1st ed. 2021.]
Pubbl/distr/stampa Gateway East, Singapore : , : Springer, , [2021]
Descrizione fisica 1 online resource (XV, 725 p. 297 illus., 211 illus. in color.)
Disciplina 658.40360285
Collana Communications in computer and information science
Soggetto topico Teams in the workplace - Data processing
ISBN 981-16-2540-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Crowdsourcing, Crowd Intelligence, and Crowd Cooperative Computing -- Selective Self-Attention with BIO Embeddings for Distant Supervision Relation Extraction -- Service Clustering Method Based on Knowledge Graph Representation Learning -- An Efficient Framework of Convention Emergence based on Multiple-Local Information -- WikiChain: A Blockchain-based Decentralized Wiki Framework -- Dynamic Vehicle Distribution Path Optimization Based on Collaboration of Cloud, Edge and End Devices -- CLENet: A Context and Location Enhanced Transformer Network for Target-Oriented Sentiment Classification -- Long-Tail Items Recommendation Framework Focusing on Low Precision Rate Users -- Learning From Crowd Labeling With Semi-Crowdsourced Deep Generative Models -- Multi-view Weighted Kernel Fuzzy Clustering Algorithm Based on the Collaboration of Visible and Hidden Views -- Impacts of Individuals' Trust in Information Diffusion of the Weighted Multiplex Networks -- Intuitionistic entropy-induced cooperative symmetric implicational inference -- Multi-task Allocation Strategy and Incentive Mechanism Based on Spatial-Temporal Correlation -- Domain-Specific Collaborative Applications -- Dynamic Key-Value Gated Recurrent Network for Knowledge Tracing -- Law Article Prediction via a Codex Enhanced Multi-task Learning Framework -- MDA-Network: Mask and Dual Attention Network for Handwritten Mathematical Expression Recognition -- A Study Based on P300 Component in Single-Trials for Discriminating Depression from Normal Controls -- Research on Ship Classification Method Based on AIS Data -- A Low-Code Development Framework for Constructing Industrial Apps -- Research on machine learning method for equipment health management in Industrial Internet of Things -- A transfer learning method for handwritten Chinese character recognition -- An Aided Vehicle Diagnosis Method Based on the Fault Description -- Blockchain Medical Asset Model Supporting Analysis of Transfer Path across Medical Institutions -- Cooperative Anomaly Detection Model and Real-time Update Strategy for Industrial Stream Data -- An analytical model for cooperative control of vehicle platoon -- Collaborative Mechanisms, Models, Approaches, Algorithms, and Systems -- Research on scientific Workflow Scheduling Based on Fuzzy Theory under Edge Environment -- Fast shapelet discovery with trend feature symbolization -- A Distributed Storage Middleware Based on HBase and Redis -- Cooperative Full-duplex Relay Selection Strategy based on Power Splitting -- A Two-stage Graph Computation Model with Communication Equilibrium -- Video Pedestrian Re-Identification Based on Human- Machine Collaboration -- Cooperative scheduling strategy of container resources based on improved adaptive differential evolution algorithm -- Social Media and Online Communities -- Personalized Recommendation Based on Scholars' Similarity and Trust Degree -- Academic paper recommendation method combining heterogeneous network and temporal attributes -- An Analysis on User Behaviors in Online Question and Answering Communities -- An Overlapping Local Community Detection Algorithm Based on Node Transitivity and Modularity Density -- SONAS: A System to Obtain Insights on Web APIs from Stack Overflow -- Anatomy of Networks through Matrix Characteristics of Core/periphery -- A Light Transfer Model for Chinese Named Entity Recognition for Specialty Domain -- Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns -- Embedding based Personalized New Paper Recommendation -- Short Papers -- Scholar Knowledge Graph and Its Application in Scholar Encyclopedia -- MPNet: A Multiprocess Convolutional Neural Network for Animal Classification -- An Analysis of the Streamer Behaviors in Social Live Video Streaming -- Research on the Method of Emotion Contagion in Virtual Space Based on SIRS.-A Comprehensive Evaluation Method for Container Auto-scaling Algorithms on Cloud -- Well Begun is Half Done: How First Respondeners Affect Issue Resolution Process in Open Source Software Development? -- The Design and Implementation of KMeans based on Unified Batch and Streaming Processing -- Image Super-Resolution using Deformable Convolutional Network -- Research on Cognitive Effects of Internet Advertisements Based on Eye Tracking -- A Short Text Classification Method Based on Combining Label Information and Self-Attention Graph Convolutional Neural Network -- Community-based Propagation of Important Nodes in the Blockchain Network -- ScholatAna: Big Data-based Academic Social Network User Behavior Preference System -- Pedestrian Detection Algorithm in SSD Infrared Image Based on Transfer Learning -- How To Make Smart Contract Smarter -- Population Mobility Driven COVID-19 Analysis in Shenzhen.
Record Nr. UNINA-9910484442403321
Gateway East, Singapore : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Computer supported cooperative work and social computing : 15th CCF Conference, ChineseCSCW 2020, Shenzhen, China, November 7-9, 2020, Revised selected papers / / Yuqing Sun [and four others], editors
Computer supported cooperative work and social computing : 15th CCF Conference, ChineseCSCW 2020, Shenzhen, China, November 7-9, 2020, Revised selected papers / / Yuqing Sun [and four others], editors
Edizione [1st ed. 2021.]
Pubbl/distr/stampa Gateway East, Singapore : , : Springer, , [2021]
Descrizione fisica 1 online resource (XV, 725 p. 297 illus., 211 illus. in color.)
Disciplina 658.40360285
Collana Communications in computer and information science
Soggetto topico Teams in the workplace - Data processing
ISBN 981-16-2540-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Crowdsourcing, Crowd Intelligence, and Crowd Cooperative Computing -- Selective Self-Attention with BIO Embeddings for Distant Supervision Relation Extraction -- Service Clustering Method Based on Knowledge Graph Representation Learning -- An Efficient Framework of Convention Emergence based on Multiple-Local Information -- WikiChain: A Blockchain-based Decentralized Wiki Framework -- Dynamic Vehicle Distribution Path Optimization Based on Collaboration of Cloud, Edge and End Devices -- CLENet: A Context and Location Enhanced Transformer Network for Target-Oriented Sentiment Classification -- Long-Tail Items Recommendation Framework Focusing on Low Precision Rate Users -- Learning From Crowd Labeling With Semi-Crowdsourced Deep Generative Models -- Multi-view Weighted Kernel Fuzzy Clustering Algorithm Based on the Collaboration of Visible and Hidden Views -- Impacts of Individuals' Trust in Information Diffusion of the Weighted Multiplex Networks -- Intuitionistic entropy-induced cooperative symmetric implicational inference -- Multi-task Allocation Strategy and Incentive Mechanism Based on Spatial-Temporal Correlation -- Domain-Specific Collaborative Applications -- Dynamic Key-Value Gated Recurrent Network for Knowledge Tracing -- Law Article Prediction via a Codex Enhanced Multi-task Learning Framework -- MDA-Network: Mask and Dual Attention Network for Handwritten Mathematical Expression Recognition -- A Study Based on P300 Component in Single-Trials for Discriminating Depression from Normal Controls -- Research on Ship Classification Method Based on AIS Data -- A Low-Code Development Framework for Constructing Industrial Apps -- Research on machine learning method for equipment health management in Industrial Internet of Things -- A transfer learning method for handwritten Chinese character recognition -- An Aided Vehicle Diagnosis Method Based on the Fault Description -- Blockchain Medical Asset Model Supporting Analysis of Transfer Path across Medical Institutions -- Cooperative Anomaly Detection Model and Real-time Update Strategy for Industrial Stream Data -- An analytical model for cooperative control of vehicle platoon -- Collaborative Mechanisms, Models, Approaches, Algorithms, and Systems -- Research on scientific Workflow Scheduling Based on Fuzzy Theory under Edge Environment -- Fast shapelet discovery with trend feature symbolization -- A Distributed Storage Middleware Based on HBase and Redis -- Cooperative Full-duplex Relay Selection Strategy based on Power Splitting -- A Two-stage Graph Computation Model with Communication Equilibrium -- Video Pedestrian Re-Identification Based on Human- Machine Collaboration -- Cooperative scheduling strategy of container resources based on improved adaptive differential evolution algorithm -- Social Media and Online Communities -- Personalized Recommendation Based on Scholars' Similarity and Trust Degree -- Academic paper recommendation method combining heterogeneous network and temporal attributes -- An Analysis on User Behaviors in Online Question and Answering Communities -- An Overlapping Local Community Detection Algorithm Based on Node Transitivity and Modularity Density -- SONAS: A System to Obtain Insights on Web APIs from Stack Overflow -- Anatomy of Networks through Matrix Characteristics of Core/periphery -- A Light Transfer Model for Chinese Named Entity Recognition for Specialty Domain -- Outlier Detection for Sensor Data Streams Based on Maximum Frequent and Minimum Rare Patterns -- Embedding based Personalized New Paper Recommendation -- Short Papers -- Scholar Knowledge Graph and Its Application in Scholar Encyclopedia -- MPNet: A Multiprocess Convolutional Neural Network for Animal Classification -- An Analysis of the Streamer Behaviors in Social Live Video Streaming -- Research on the Method of Emotion Contagion in Virtual Space Based on SIRS.-A Comprehensive Evaluation Method for Container Auto-scaling Algorithms on Cloud -- Well Begun is Half Done: How First Respondeners Affect Issue Resolution Process in Open Source Software Development? -- The Design and Implementation of KMeans based on Unified Batch and Streaming Processing -- Image Super-Resolution using Deformable Convolutional Network -- Research on Cognitive Effects of Internet Advertisements Based on Eye Tracking -- A Short Text Classification Method Based on Combining Label Information and Self-Attention Graph Convolutional Neural Network -- Community-based Propagation of Important Nodes in the Blockchain Network -- ScholatAna: Big Data-based Academic Social Network User Behavior Preference System -- Pedestrian Detection Algorithm in SSD Infrared Image Based on Transfer Learning -- How To Make Smart Contract Smarter -- Population Mobility Driven COVID-19 Analysis in Shenzhen.
Record Nr. UNISA-996464407203316
Gateway East, Singapore : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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Computer supported cooperative work in design III : 10th international conference, CSCWD 2006, Nanjing, China, May 3-5, 2006, revised selected papers / / Weiming Shen [and five others] (editors)
Computer supported cooperative work in design III : 10th international conference, CSCWD 2006, Nanjing, China, May 3-5, 2006, revised selected papers / / Weiming Shen [and five others] (editors)
Edizione [1st ed. 2007.]
Pubbl/distr/stampa Berlin ; ; Heidelberg : , : Springer, , [2007]
Descrizione fisica 1 online resource (775 p.)
Disciplina 620.00420285
Collana Lecture notes in computer science
Soggetto topico Engineering design - Data processing
Teams in the workplace - Data processing
Industrial design
System design
ISBN 3-540-72863-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto CSCW Techniques and Methods -- Collaborative Design -- Collaborative Manufacturing and Enterprise Collaboration -- Design Methods and Tools -- Agents and Multi-Agent Systems -- Web Services, Semantic Web, and Grid Computing -- Knowledge Management -- Security and Privacy in CSCW Systems -- Workflow Management -- E-Learning.
Altri titoli varianti Computer supported cooperative work in design 3
Computer supported cooperative work in design three
Record Nr. UNINA-9910484571703321
Berlin ; ; Heidelberg : , : Springer, , [2007]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui