Impacts towards a comprehensive assessment of the book impact by integrating multiple evaluation sources

The surge in the number of books published makes manual evaluation methods difficult to efficiently evaluate books. use books' citations and alternative metrics can assist reduce cost evaluation. However, most existing research was based on a single source with coarse-grained analysis, which may obtain incomprehensive or one-sided results book impact. Meanwhile, relying resource for assessment lead risk that cannot be obtained due lack data, especially newly Hence, this paper measured impact an system constructed by integrating multiple sources. Specifically, we conducted finer-grained mining sources, including internal resources external resources. Various technologies (e.g. topic extraction, sentiment text classification) were used extract corresponding from Then, Expert combined analytic hierarchy process integrate construct system. Finally, reliability verified comparing expert evaluation, detailed diversified then obtained. experimental reveal differential measure impacts different dimensions, integration data assess more comprehensively. provide personalized according users' purposes. In addition, disciplinary differences should considered assessing impacts.