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Web and Big Data [electronic resource] : APWeb-WAIM 2019 International Workshops, KGMA and DSEA, Chengdu, China, August 1-3, 2019, Revised Selected Papers / edited by Jingkuan Song, Xiaofeng Zhu.

Contributor(s): Song, Jingkuan [editor.] | Zhu, Xiaofeng [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Information Systems and Applications, incl. Internet/Web, and HCI: 11809Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 1st ed. 2019.Description: IX, 117 p. 56 illus., 36 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030339821.Subject(s): Information storage and retrieval systems | Education -- Data processing | Social sciences -- Data processing | Artificial intelligence | Information Storage and Retrieval | Computers and Education | Computer Application in Social and Behavioral Sciences | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 025.04 Online resources: Click here to access online
Contents:
KGMA -- Distributed Query Evaluation over Large RDF (Invited Talk) -- Classification-based Emoji Recommendation for User Social Networks -- Leveraging Context Information for Joint Entity and Relation Linking -- Community Detection in Knowledge Graph Network with Matrix Factorization Learning -- A Survey of Relation Extraction of Knowledge Graphs -- DSEA -- PEVR: Pose Estimation for Vehicle Re-identification -- The Research of Chinese Ethnical Face Recognition Based on Deep Learning -- Model of Charging Stations Construction and Electric Vehicles Development Prediction -- Boundary Detector Encoder and Decoder with Soft Attention for Video Captioning.
In: Springer Nature eBookSummary: This book constitutes the thoroughly refereed post-conference proceedings of the Third APWeb-WAIM 2019 Workshops, held jointly with the Third International Joint Conference APWeb-WAIM 2019 in Macau, China, in August 2019. The 8 full papers presented together with 1 invited talk were carefully reviewed and selected from 18 submissions. The papers originating from two workshops, KGMA and DSEA, present cutting-edge ideas, results, experiences, techniques, and tools from all aspects of the management, analysis, and application of knowledge graphs in different domains, as well as theoretical foundations, algorithms, systems, models and applications for big data management and mining.
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KGMA -- Distributed Query Evaluation over Large RDF (Invited Talk) -- Classification-based Emoji Recommendation for User Social Networks -- Leveraging Context Information for Joint Entity and Relation Linking -- Community Detection in Knowledge Graph Network with Matrix Factorization Learning -- A Survey of Relation Extraction of Knowledge Graphs -- DSEA -- PEVR: Pose Estimation for Vehicle Re-identification -- The Research of Chinese Ethnical Face Recognition Based on Deep Learning -- Model of Charging Stations Construction and Electric Vehicles Development Prediction -- Boundary Detector Encoder and Decoder with Soft Attention for Video Captioning.

This book constitutes the thoroughly refereed post-conference proceedings of the Third APWeb-WAIM 2019 Workshops, held jointly with the Third International Joint Conference APWeb-WAIM 2019 in Macau, China, in August 2019. The 8 full papers presented together with 1 invited talk were carefully reviewed and selected from 18 submissions. The papers originating from two workshops, KGMA and DSEA, present cutting-edge ideas, results, experiences, techniques, and tools from all aspects of the management, analysis, and application of knowledge graphs in different domains, as well as theoretical foundations, algorithms, systems, models and applications for big data management and mining.

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