787 citations · 3.8k across the 54 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.AI2017
Fast Top-k Area Topics Extraction with Knowledge Base
Fang Zhang, Xiaochen Wang, Jingfei Han +3
What are the most popular research topics in Artificial Intelligence (AI)? We formulate the problem as extracting top- topics that can best represent a given area with the help…
cs.SI2017★ 722 cited
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Jiezhong Qiu, Yuxiao Dong, Hao Ma +3
Since the invention of word2vec, the skip-gram model has significantly advanced the research of network embedding, such as the recent emergence of the DeepWalk, LINE, PTE, and node…
cs.AI2017★ 13 cited
A Probabilistic Framework for Location Inference from Social Media
Yujie Qian, Jie Tang, Zhilin Yang +3
We study the extent to which we can infer users' geographical locations from social media. Location inference from social media can benefit many applications, such as disaster mana…