Heterogeneous Information Network Datasets

Download links

DBLP (Google Drive): 601.4MB
SLAP (Google Drive): 295.8MB
ACM (Google Drive): 752.1MB
IMDB (Google Drive): 94.3MB

Datasets information

Dataset	# Nodes	Node types	Meta-paths	# Meta-path instances	# Labels	# Features
DBLP	14475(A)	Author(A) Paper(P) Conference(C)	APA APCPA	40269 19445349	4	5000+
SLAP	20419(G)	Gene(G) Gene Ontology(O) Pathway(P) Compound(C) Tissue(T) Gene Family(F) Disease(D)	GTG GFG GDG GPG GOG GG GDCDG	303487 582741 7494 416462 3185779 172248 18095	15	2695
ACM	12499(P)	Paper(P) Author(A) Proceeding(O) Institute(I) Conference(C)	PAP PAIAP POP POCOP PP	91662 13303015 700386 7849967 30621	11	8000
IMDB*	18352(M)	Movie(M) Actor(A) Actress(E) Director(D)	MAM? MDM? MEM?	63659? 1085810? 565443?	9	1000

Notice

• ^* Multiple label dataset.
• ^? Not sure which meta-path is corresponding to which number of meta-path instances.
• ⁺ Use nltk.corpus.stopwords and extract the bag-of-word representation.
• For DBLP, SLAP and ACM, please refer to the paper Meta Path-Based Collective Classification in Heterogeneous Information Networks.
• For IMDB, please refer to the paper Column Networks for Collective Classification.