devotes itself to the study and application of the theories, methods, techniques, services, infrastructural facilities using big data to support knowledge discovery for decision & policy making. The basic emphasis is big data-based, analytics centered, knowledge discovery driven, and decision making supporting. The special effort is on the knowledge discovery to detect and predict structures, trends, behaviors, relations, evolutions and disruptions in research, innovation, business, politics, security, media and communications, and social development, where the big data may include metadata or full content data, text or non-textural data, structured or non-structural data, domain specific or cross-domain data, and dynamic or interactive data.(1) New theories, methods, and techniques of big data based data mining, knowledge discovery, and informatics, including but not limited to scientometrics, communication analysis, social network analysis, tech & industry analysis, competitive intelligence, knowledge mapping, evidence based policy analysis, and predictive analysis.(2) New methods, architectures, and facilities to develop or improve knowledge infrastructure capable to support knowledge organization and sophisticated analytics, including but not limited to ontology construction, knowledge organization, semantic linked data, knowledge integration and fusion, semantic retrieval, domain specific knowledge infrastructure, and semantic sciences.(3) New mechanisms, methods, and tools to embed knowledge analytics and knowledge discovery into actual operation, service, or managerial processes, including but not limited to knowledge assisted scientific discovery, data mining driven intelligent workflows in learning, communications, and management.Knowledge organizationKnowledge discovery and data miningKnowledge integration and fusionSemantic Web metricsScientometricsAnalytic and diagnostic informetricsCompetitive intelligencePredictive analysisSocial network analysis and metricsSemantic and interactively analytic retrievalEvidence-based policy analysisIntelligent knowledge productionKnowledge-driven workflow management and decision-makingKnowledge-driven collaboration and its managementDomain knowledge infrastructure with knowledge fusion and analyticsDevelopment of data and information services
致力于利用大数据支持决策与政策制定的知识发现的理论、方法、技术、服务、基础设施的研究与应用。其基本重点是基于大数据、以分析为中心、以知识发现为驱动、支持决策。大数据可以包括元数据或完整内容数据、文本或非文本数据、结构化或非结构化数据、特定领域或跨领域数据以及动态或交互式数据。(1)基于大数据的数据挖掘、知识发现和信息学的新理论、新方法和新技术,包括但不限于科学计量学、传播分析、社会网络分析、技术与产业分析、竞争情报、知识图谱、基于证据的政策分析和预测分析。(2)用于开发或改进能够支持知识组织和复杂分析的知识基础设施的新方法、架构和设施,包括但不限于本体构建、知识组织、语义链接数据、知识集成和融合、语义检索、领域特定知识基础设施和语义科学。(3)将知识分析和知识发现嵌入到实际操作、服务或管理过程中的新机制、方法和工具,包括但不限于知识辅助的科学发现、学习、通信、和管理。知识组织知识发现和数据挖掘知识集成和融合语义Web度量科学度量分析和诊断信息度量竞争情报预测分析社会网络分析和度量语义和交互式分析检索基于证据的策略分析智能知识生产知识驱动的工作流管理和决策知识驱动的协作及其管理具有知识融合和分析功能的领域知识基础设施开发数据和信息服务
A Criteria-based Assessment of the Coverage of Scopus and Web of Science
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0001
Node2vec Representation for Clustering Journals and as A Possible Measure of Diversity
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0010
An Automatic Method to Identify Citations to Journals in News Stories: A Case Study of UK Newspapers Citing Web of Science Journals
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0016
Measuring Societal Impact Is as Complex as ABC
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0012
Does a Country/Region’s Economic Status Affect Its Universities’ Presence in International Rankings?
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0009
Are Contributions from Chinese Physicists Undercited?
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0022
Library and Information Science Papers Discussed on Twitter: A new Network-based Approach for Measuring Public Attention
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0017
Evidence-based Nomenclature and Taxonomy of Research Impact Indicators
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0018
Normalizing Book Citations in Google Scholar: A Hybrid Cited-side Citing-side Method
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0007
Historical Bibliometrics Using Google Scholar: The Case of Roman Law, 1727–2016
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0024
Identification of Sarcasm in Textual Data: A Comparative Study
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0021
Infrastructure of Scientometrics: The Big and Network Picture
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0017
Practice and Challenge of International Peer Review: A Case Study of Research Evaluation of CAS Centers for Excellence
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0013
Methods and Practices for Institutional Benchmarking based on Research Impact and Competitiveness: A Case Study of ShanghaiTech University
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0015
Social networks, social capital, and the use of information technology in the urban village: A study of community groups in Manchester, England
来源期刊:Journal of Data and Information ScienceDOI:10.2478/JDIS-2019-0014
Co-occurrence of Cell Lines, Basal Media and Supplementation in the Biomedical Research Literature
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0016
Can Crossref Citations Replace Web of Science for Research Evaluation? The Share of Open Citations
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0037
Topic Evolution and Emerging Topic Analysis Based on Open Source Software
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0033
Equalities between h-type Indices and Definitions of Rational h-type Indicators
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0002
Sentiment Analysis of Japanese Tourism Online Reviews
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0005
Identification and Prediction of Interdisciplinary Research Topics: A Study Based on the Concept Lattice Theory
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0004
Priorities for Social and Humanities Projects Based on Text Analysis①
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2020-0036
CiteOpinion: Evidence-based Evaluation Tool for Academic Contributions of Research Papers Based on Citing Sentences
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0019
A Multi-match Approach to the Author Uncertainty Problem
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0006
Reflections on Tools and Methods for Differentiated Assessments of Individual Scientists, Groups of Scientists and Scientific Journals
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0011
A Metric Approach to Hot Topics in Biomedicine via Keyword Co-occurrence
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0018
Measuring Scientific Productivity in China Using Malmquist Productivity Index
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0003
Evolution of the Socio-cognitive Structure of Knowledge Management (1986–2015): An Author Co-citation Analysis
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0008
Masked Sentence Model Based on BERT for Move Recognition in Medical Scientific Abstracts
来源期刊:Journal of Data and Information ScienceDOI:10.2478/jdis-2019-0020