Mapping the intellectual structure of the Internet of Things (IoT) field based on web content: a co-word analysis

  • سال انتشار: 1399
  • محل انتشار: چهارمین کنگره بین المللی مهندسی برق، کامپیوتر و مکانیک
  • کد COI اختصاصی: ISCELEC04_003
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 754
دانلود فایل این مقاله

نویسندگان

Hamed Baziyad

M.Sc., Department of Information Technology, Faculty of Industrial and Systems Engineering, Tarbiat Modare University, Tehran, Iran

Rasoul Norouzi

M.Sc., Department of Information Technology, Faculty of Industrial and Systems Engineering, Tarbiat Modare University, Tehran, Iran

Elham Akhondzadeh

Associate Professor, Department of Information Technology, Faculty of Industrial and Systems Engineering, Tarbia Modares University, Tehran, Iran

Amir Albadvi

Professor, Department of Information Technology, Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, Iran

چکیده

Despite twenty years from the Internet of Things advent, there has been a serious weakness in theintellectual structure of this field. Most papers in the intellectual structure were conducted on databasessuch as Web of Science while a large amount of information has lied on web pages. Furthermore, due tothe time-consuming process for scientific articles to get published, the information existing in onlinedatabases is not as up-to-date as those available on blogs and web pages. Therefore, in this paper, theintellectual structure of the Internet of Things weblogs is studied by the use of web mining methods,mainly the co-word analysis. Data was gathered by crawling the top 100 blogs of the Internet of Things,which altogether 3200 links including 92966 paragraphs were extracted. A list of the most frequently usedkeywords and key phrases were prepared for analyzing by co-word analysis. The co-word network of theInternet of Things is then visualized. The findings reveal eight communities, including Communications,Security, Artificial Intelligence, Infrastructure, Transportation, Intelligence, and Social Network. One ofthe exciting outputs of this study is the way each famous company behaves with regard to IoT. Besides,effective areas of the Internet of Things were determined that finally infrastructures of the Internet ofThings were identified as the most effective field.

کلیدواژه ها

Internet of Things (IoT), Co-word Analysis, Effective Areas, Web Content Mining, Intellectual Structure, Community Detection

مقالات مرتبط جدید

اطلاعات بیشتر در مورد COI

COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.

کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.