Topical network embedding

DOI10.1007/S10618-019-00659-7zbMath1458.68183OpenAlexW2981549587MaRDI QIDQ2218399

Min Shi, Haibo He, Xingquan Zhu, Yufei Tang, Jianxun Liu

Publication date: 15 January 2021

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-019-00659-7

zbMATH Keywords

topic modelnetwork embeddingnetwork representationsemantic mining

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Graph theory (including graph drawing) in computer science (68R10) Knowledge representation (68T30)

Uses Software

• Scikit
• word2vec
• t-SNE
• GitHub
• GloVe
• node2vec
• DeepWalk
• LINE

Cites Work

• Unnamed Item
• Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks
• Large-Scale Machine Learning with Stochastic Gradient Descent
• 10.1162/jmlr.2003.3.4-5.993

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