Abstract: 【Purpose/significance】In order to effectively implement the representative work evaluation system and improve the accu⁃ racy of academic paper representative work evaluation results, and to address the problems of incomplete evaluation information and inaccurate process control in traditional evaluation models, a comprehensive information model for academic paper representative work evaluation is proposed, and a basic theory for precise evaluation of academic community representative work is constructed. 【Method/process】Analyze the evaluation process and mechanism of academic paper representative works, extract key issues that af⁃ fect the accuracy of academic paper representative work evaluation results, and based on comprehensive information and its acquisi⁃ tion, construct a comprehensive information model for academic paper representative work evaluation and its application process con⁃ trol.【Result/conclusion】The comprehensive information model provides a theoretical framework for the accurate evaluation of repre⁃ sentative works in academic papers, which is conducive to fully utilizing the utility of evaluation information, standardizing evaluation processes, restricting evaluation distortion behavior, and effectively achieving accurate evaluation. In the future, it is necessary to fo⁃ cus on ensuring the quality of information sources in terms of humanities, coding level in terms of technology, channel smoothness in terms of environment, and solving decoding errors in terms of standards.【Innovation/limitation】The comprehensive information model for evaluating academic representative works provides guidance for practical activities of representative work evaluation, but the model has not been empirically tested.