國立高雄大學圖資館 |

Knowledge graph and semantic computingknowledge graph empowers artificial general intelligence : 8th China Conference, CCKS 2023, Shenyang, China, August 24-27, 2023 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Knowledge graph and semantic computingedited by Haofen Wang ... [et al.].
Reminder of title:	knowledge graph empowers artificial general intelligence : 8th China Conference, CCKS 2023, Shenyang, China, August 24-27, 2023 : revised selected papers /
remainder title:	CCKS 2023
other author:	Wang, Haofen.
corporate name:
Published:	Singapore :Springer Nature Singapore :2023.
Description:	xix, 364 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Semantic computingCongresses.
Online resource:	https://doi.org/10.1007/978-981-99-7224-1
ISBN:	9789819972241$q(electronic bk.)

Knowledge graph and semantic computingknowledge graph empowers artificial general intelligence : 8th China Conference, CCKS 2023, Shenyang, China, August 24-27, 2023 : revised selected papers /
Knowledge graph and semantic computingknowledge graph empowers artificial general intelligence : 8th China Conference, CCKS 2023, Shenyang, China, August 24-27, 2023 : revised selected papers /[electronic resource] :CCKS 2023edited by Haofen Wang ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xix, 364 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,19231865-0937 ;. - Communications in computer and information science ;229..

Knowledge Representation and Knowledge Graph Reasoning -- Dynamic Weighted Neural Bellman-Ford Network for Knowledge Graph Reasoning -- CausE: Towards Causal Knowledge Graph Embedding -- Exploring the Logical Expressiveness of Graph Neural Networks by establishing a connection with C2 -- Research on Joint Representation Learning Methods for Entity Neighborhood Information and Description Information -- Knowledge Acquisition and Knowledge Base Construction -- Harvesting Event Schemas from Large Language Models -- NTDA: Noise-Tolerant Data Augmentation for Document-Level Event Argument Extraction -- Event-Centric Opinion Mining via In-Context Learning with ChatGPT -- Relation repository based adaptive clustering for Open Relation Extraction -- Knowledge Integration and Knowledge Graph Management -- LNFGP: Local Node Fusion-based Graph Partition By Greedy Clustering -- Natural Language Understanding and Semantic Computing -- Multi-Perspective Frame Element Representation for Machine Reading Comprehension -- A Generalized Strategy of Chinese Grammatical Error Diagnosis based on Task Decomposition and Transformation -- Conversational Search based on Utterance-Mask-Passage Post-training -- Knowledge Graph Applications -- Financial Fraud Detection based on Deep Learning: towards Large-scale Pre-Training Transformer Models -- GERNS: A Graph Embedding with Repeat-free Neighborhood Structure for Subgraph Matching Optimization -- Feature Enhanced Structured Reasoning for Question Answering -- Knowledge Graph Open Resources -- Conditional Knowledge Graph: Design, Dataset and a Preliminary Model -- ODKG: An Official Document Knowledge Graph for the Effective Management -- CCD-ASQP: A Chinese Cross-domain Aspect Sentiment Quadruple Prediction Dataset -- CCD-ASQP: A Chinese Cross-domain Aspect Sentiment Quadruple Prediction Dataset -- Moral Essential Elements: MEE - A Dataset for Moral Judgement -- Evaluations -- Improving Adaptive Knowledge Graph Construction via Large Language Models with Multiple Views -- Single Source Path-based Graph Neural Network for Inductive Knowledge Graph Reasoning -- A Graph Learning Based Method for Inductive Knowledge Graph Relation Prediction -- LLM-Based Sparql Generation with selected Schema from Large scale Knowledge Base -- Robust NL-to-Cypher Translation for KBQA: Harnessing Large Language Model with Chain of Prompts -- In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models -- A Military Domain Knowledge-based Question Answering Method Based on Large Language Model Enhancement -- Advanced PromptCBLUE Performance: A Novel Approach Leveraging Large Language Models.

This book constitutes the refereed proceedings of the 8th China Conference on Knowledge Graph and Semantic Computing: Knowledge Graph Empowers Artificial General Intelligence, CCKS 2023, held in Shenyang, China, during August 24-27, 2023. The 28 full papers included in this book were carefully reviewed and selected from 106 submissions. They were organized in topical sections as follows: knowledge representation and knowledge graph reasoning; knowledge acquisition and knowledge base construction; knowledge integration and knowledge graph management; natural language understanding and semantic computing; knowledge graph applications; knowledge graph open resources; and evaluations.

ISBN: 9789819972241$q(electronic bk.)

Standard No.: 10.1007/978-981-99-7224-1doiSubjects--Topical Terms:

384583
Semantic computing
--Congresses.

LC Class. No.: QA76.5913 / .C35 2023

Dewey Class. No.: 006.332

Knowledge graph and semantic computingknowledge graph empowers artificial general intelligence : 8th China Conference, CCKS 2023, Shenyang, China, August 24-27, 2023 : revised selected papers /
LDR:04641nmm a2200349 a 4500 001 651897
003 DE-He213
005 20231027180352.0
006 m d
007 cr nn 008maaau
008 240327s2023 si s 0 eng d
020 $a 9789819972241$q(electronic bk.)
020 $a 9789819972234$q(paper)
024 7 $a 10.1007/978-981-99-7224-1 $2 doi
035 $a 978-981-99-7224-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.5913 $b .C35 2023
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.332 $2 23
090 $a QA76.5913 $b .C386 2023
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Knowledge graph and semantic computing $h [electronic resource] : $b knowledge graph empowers artificial general intelligence : 8th China Conference, CCKS 2023, Shenyang, China, August 24-27, 2023 : revised selected papers / $c edited by Haofen Wang ... [et al.].
246 3 $a CCKS 2023
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2023.
300 $a xix, 364 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 1923
505 0 $a Knowledge Representation and Knowledge Graph Reasoning -- Dynamic Weighted Neural Bellman-Ford Network for Knowledge Graph Reasoning -- CausE: Towards Causal Knowledge Graph Embedding -- Exploring the Logical Expressiveness of Graph Neural Networks by establishing a connection with C2 -- Research on Joint Representation Learning Methods for Entity Neighborhood Information and Description Information -- Knowledge Acquisition and Knowledge Base Construction -- Harvesting Event Schemas from Large Language Models -- NTDA: Noise-Tolerant Data Augmentation for Document-Level Event Argument Extraction -- Event-Centric Opinion Mining via In-Context Learning with ChatGPT -- Relation repository based adaptive clustering for Open Relation Extraction -- Knowledge Integration and Knowledge Graph Management -- LNFGP: Local Node Fusion-based Graph Partition By Greedy Clustering -- Natural Language Understanding and Semantic Computing -- Multi-Perspective Frame Element Representation for Machine Reading Comprehension -- A Generalized Strategy of Chinese Grammatical Error Diagnosis based on Task Decomposition and Transformation -- Conversational Search based on Utterance-Mask-Passage Post-training -- Knowledge Graph Applications -- Financial Fraud Detection based on Deep Learning: towards Large-scale Pre-Training Transformer Models -- GERNS: A Graph Embedding with Repeat-free Neighborhood Structure for Subgraph Matching Optimization -- Feature Enhanced Structured Reasoning for Question Answering -- Knowledge Graph Open Resources -- Conditional Knowledge Graph: Design, Dataset and a Preliminary Model -- ODKG: An Official Document Knowledge Graph for the Effective Management -- CCD-ASQP: A Chinese Cross-domain Aspect Sentiment Quadruple Prediction Dataset -- CCD-ASQP: A Chinese Cross-domain Aspect Sentiment Quadruple Prediction Dataset -- Moral Essential Elements: MEE - A Dataset for Moral Judgement -- Evaluations -- Improving Adaptive Knowledge Graph Construction via Large Language Models with Multiple Views -- Single Source Path-based Graph Neural Network for Inductive Knowledge Graph Reasoning -- A Graph Learning Based Method for Inductive Knowledge Graph Relation Prediction -- LLM-Based Sparql Generation with selected Schema from Large scale Knowledge Base -- Robust NL-to-Cypher Translation for KBQA: Harnessing Large Language Model with Chain of Prompts -- In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models -- A Military Domain Knowledge-based Question Answering Method Based on Large Language Model Enhancement -- Advanced PromptCBLUE Performance: A Novel Approach Leveraging Large Language Models.
520 $a This book constitutes the refereed proceedings of the 8th China Conference on Knowledge Graph and Semantic Computing: Knowledge Graph Empowers Artificial General Intelligence, CCKS 2023, held in Shenyang, China, during August 24-27, 2023. The 28 full papers included in this book were carefully reviewed and selected from 106 submissions. They were organized in topical sections as follows: knowledge representation and knowledge graph reasoning; knowledge acquisition and knowledge base construction; knowledge integration and knowledge graph management; natural language understanding and semantic computing; knowledge graph applications; knowledge graph open resources; and evaluations.
650 0 $a Semantic computing $v Congresses. $3 384583
650 0 $a Knowledge representation (Information theory) $3 226484
650 0 $a Artificial intelligence $3 252958
650 0 $a Big data $v Congresses. $3 592065
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Information Storage and Retrieval. $3 274190
650 2 4 $a Database Management. $3 273994
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Computer Application in Administrative Data Processing. $3 914917
700 1 $a Wang, Haofen. $3 962297
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-981-99-7224-1
950 $a Computer Science (SpringerNature-11645)