26 citations · 97 across the 21 of their papers we have counts for
4 papers · 1 filter
Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation
Han Tian, Hankz Hankui Zhuo
Due to the availability of references of research papers and the rich information contained in papers, various citation analysis approaches have been proposed to identify similar d…
Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions
Junhua He, Hankz Hankui Zhuo, Jarvan Law
Collaborative filtering (CF) aims to build a model from users' past behaviors and/or similar decisions made by other users, and use the model to recommend items for users. Despite…
LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations
Jarvan Law, Hankz Hankui Zhuo, Junhua He +1
Topic models have been widely used in discovering latent topics which are shared across documents in text mining. Vector representations, word embeddings and topic embeddings, map…
Embedding Knowledge Graphs Based on Transitivity and Antisymmetry of Rules
Mengya Wang, Hankui Zhuo, Huiling Zhu
Representation learning of knowledge graphs encodes entities and relation types into a continuous low-dimensional vector space, learns embeddings of entities and relation types. Mo…