面向数字知识管理的智能内容研究进展
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摘要
[目的/意义]随着人工智能和机器学习技术的不断发展推动,智能内容作为一种情报内容组织与挖掘的新策略模式,已成为相关科技行业领域的研究热点与制胜点之一。对其开展研究将有助于系统理解与全面掌握智能内容研究与应用的方法和技术路线,为内容驱动的数字知识管理与服务提供理论方法支撑。[方法/过程]采用文献研究法、演化分析法、跨学科研究法、比较分析法、案例分析法与归纳总结的方法,对智能内容的研究背景意义、概念定义、典型应用案例和研究发展现状等进行了分析探讨。[结果/结论]面向数字知识管理的智能内容研究是发展趋势也是行业挑战,数字图书馆领域应考虑借鉴相关的XML/JSON内容结构化实现方法标准和智能内容开发模式策略,致力于模块化、结构化、语义丰富、无格式、可重用和可配置化的数字知识管理系统的研发与应用。
method, the research meaning, concept definition, typical application cases and research application status of intelligent content are discussed in detail.[Result/Conclusion]Intelligent content research for digital knowledge management is a development trend as well as an industry challenge. The digital library field should consider the relevant XML/JSON content structured implementation method standards and intelligent content development model strategies, and strive to study, development and application of intelligent digital knowledge management systems that are designed to be modular, structured, semantically rich, format free and, as a consequence, reusable, discoverable, configurable and adaptable.
method, the research meaning, concept definition, typical application cases and research application status of intelligent content are discussed in detail.[Result/Conclusion]Intelligent content research for digital knowledge management is a development trend as well as an industry challenge. The digital library field should consider the relevant XML/JSON content structured implementation method standards and intelligent content development model strategies, and strive to study, development and application of intelligent digital knowledge management systems that are designed to be modular, structured, semantically rich, format free and, as a consequence, reusable, discoverable, configurable and adaptable.
引文
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[3] Nanterme P.Digital disruption has only just begun [EB/OL].[2016-01-17].https://www.weforum.org/agenda/2016/01/digital-disruption-has-only-just-begun/.
[4] Jones C.5 Content Predictions for 2018 (and a Roundup) [EB/OL].[2018-01-05].https://review.content-science.com/2018/01/5-content-predictions-for-2018-and-a-roundup/.
[5] Brown G.Content intelligence:Content management meets business intelligence [EB/OL].[2018-03-10].https://searchbusinessanalytics.techtarget.com/podcast/Content-intelligence-Content-management-meets-business-intelligence.
[6] Rockley A.What is intelligent content? [EB/OL].[2018-03-18].https://www.eiseverywhere.com/ehome/69264/1373 86/.
[7] 2018 Intelligent Content Conference Las Vegas,Nevada [EB/OL].[2018-03-18].https://www.intelligentcontentconference.com/.
[8] Rockley A,Cooper C.Managing enterprise content:A unified content strategy[M].USA:XML Press,2012.
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[11] Jones C.The 4 Es of an influential and intelligent content system [EB/OL].[2015-01-27].https://review.content-science.com/2015/01/4-es-influential-intelligent-content-system/.
[12] Jones C.What is content intelligence? [EB/OL].[2016-02-11].https://review.content-science.com/2016/02/what-is-content-intelligence/.
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[14] 崔粲.2017人工智能+内容生产研究报告[R].亿欧智库,2017:1 - 40.
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[22] Designing the article of the future [EB/OL].[2018-07-12].https://www.elsevier.com/connect/designing-the-article-of-the-future.
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[25] Eladel A,Zaied M,Amar C B.Fast DCNN based on FWT,intelligent dropout and layer skipping for image retrieval [J].Neural Netw,2017,95:10-18.
[26] Carvalho J P,Rosa H,Brogueira G,et al.MISNIS:An intelligent platform for twitter topic mining [J].Expert Systems with Applications,2017,89:374-388.
[27] 朱佳晖.基于深度学习的主题建模方法研究[D].武汉:武汉大学,2017.
[28] Capuano N,Maio G R D,Ritrovato P,et al.Improving access to services through intelligent contents adaptation:The SAPI Framework [J].Lecture Notes in Computer Science,2009,5736:248-258.
[29] Cho D E,Yeo S S,Kim S J.An adaptive intelligent recommendation scheme for smart learning contents management systems [C]//Park J,Ng J Y,Jeong H Y,et al.Multimedia and Ubiquitous Engineering,Lecture Notes in Electrical Engineering.Dordrecht,Netherlands:Springer,2013,240:57-66.
[30] Aguilar J,Diaz P V,Riofrio G.A general framework for intelligent recommender systems [J].Applied Computing and Informatics,2017 13(2):147-160.
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[36] Pubsweet [EB/OL].[2018-07-10].https://pubsweet.org/.
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