عنوان انگلیسی مقاله:
The state-of-the-art in expert recommendation systems
ترجمه فارسی عنوان مقاله:
پیشرفته ترین سیستم های توصیه های خبره
Sciencedirect - Elsevier - Engineering Applications of Artificial Intelligence, 82 (2019) 126-147: doi:10:1016/j:engappai:2019:03:020
N. Nikzad–Khasmakhi, M.A. Balafar ∗, M. Reza Feizi–Derakhshi
The recent rapid growth of the Internet content has led to building recommendation systems that guide users
to their needs through an information retrieving process. An expert recommendation system is an emerging
area that attempts to detect the most knowledgeable people in some specific topics. This detection is based on
both the extracted information from peoples’ activities and the content of the documents concerned with them.
Moreover, an expert recommendation system takes a user topic or query and then provides a list of people
sorted by the degree of their relevant expertise with the given topic or query. These systems can be modeled by
information retrieval approaches, along with search engines or a combination of natural language processing
systems. The following study provides a critical overview of existing expert recommendation systems and their
advantages and disadvantages, considering as well different techniques employed by them.
Keywords: Expert finding system | Recommendation system | Information retrieval | Expertise