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This paper classifies cooperative filtering in 2 types: memory founded and model founded recommendation.
A personalized paper recommendation method is proposed by combination the recommendation account on different meta-paths with personalized weights learned from users' history preferences.
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Can a research paper be used as a reference?
It is also important to remember that there are tons of Research Paper Examples online that can be used as a reference. Take note, however, that plagiarism in any form when making a research paper is disapproved and is usually grounds for demerits or deductions. Here are some steps for making an effective research paper:
How many research paper recommender approaches have been published?
Since then, at least 216 articles relating to 120 research-paper recommendation approaches were published [1–13], [15–188], [190–218]. The amount of literature and approaches represents a problem for new researchers: they do not know which of the articles are most relevant, and which recommendation approaches are most promising.
What kind of recommendations are used in recommender systems?
We found that more than half of the recommendation approaches applied content-based filtering (55%). Collaborative filtering was applied by only 18% of the reviewed approaches, and graph-based recommendations by 16%. Other recommendation concepts included stereotyping, item-centric recommendations, and hybrid recommendations.
What are the different types of paper recommendations?
Other recommendation concepts included stereotyping, item-centric recommendations, and hybrid recommendations. The content-based filtering approaches mainly utilized papers that the users had authored, tagged, browsed, or downloaded.
Last Update: Oct 2021
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