This document outlines a course on mining heterogeneous information networks. The course will cover phrase mining and topic modeling from large text corpora, entity extraction and typing through relational graph construction and propagation, as well as mining and constructing heterogeneous information networks.

1. Construction and Mining of
Heterogeneous Information Networks
JIAWEI HAN
COMPUTER SCIENCE
UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN
JUNE 16, 2016
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Course Outline
 Phrase Mining and Topic Modeling from Large Corpora
 Entity Extraction and Typing by Relational Graph Construction
and Propagation
 Mining Heterogeneous Information Networks
 Constructing Heterogeneous Information Networks