دسته بندی:

مدیریت دانش - knowledge management

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سال انتشار:

2021

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عنوان انگلیسی مقاله:

Fifty years of information management research: A conceptual structure analysis using structural topic modeling

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ترجمه فارسی عنوان مقاله:

پنجاه سال تحقیقات مدیریت اطلاعات: تجزیه و تحلیل ساختار مفهومی با استفاده از مدل سازی موضوع ساختاری

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منبع:

ScienceDirect- Elsevier- International Journal of Information Management, 58 (2021) 102316: doi:10:1016/j:ijinfomgt:2021:102316

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نویسنده:

Anuj Sharma

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چکیده انگلیسی:

Information management is the management of organizational processes, technologies, and people which collectively create, acquire, integrate, organize, process, store, disseminate, access, and dispose of the infor- mation. Information management is a vast, multi-disciplinary domain that syndicates various subdomains and perfectly intermingles with other domains. This study aims to provide a comprehensive overview of the infor- mation management domain from 1970 to 2019. Drawing upon the methodology from statistical text analysis research, this study summarizes the evolution of knowledge in this domain by examining the publication trends as per authors, institutions, countries, etc. Further, this study proposes a probabilistic generative model based on structural topic modeling to understand and extract the latent themes from the research articles related to in- formation management. Furthermore, this study graphically visualizes the variations in the topic prevalences over the period of 1970 to 2019. The results highlight that the most common themes are data management, knowledge management, environmental management, project management, service management, and mobile and web management. The findings also identify themes such as knowledge management, environmental management, project management, and social communication as academic hotspots for future research.
keywords: مدیریت اطلاعات | مدل های اصلی ساختاری | مدل سازی موضوع | مدل های مولد | تجزیه و تحلیل متن | Information management | Structural topic models | Topic modeling | Generative models | Text analytics

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قیمت: رایگان

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توضیحات اضافی:

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