A Probabilistic Model for Linking Named Entities in Web Text with Heterogeneous Information Networks

Summary: SHINE is the first probabilistic model to link web-text named entities to heterogeneous information networks. Entity popularity and an entity object model built from meta-path constrained random walks; meta-path weights learned by EM without training data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4807
Venue: SIGMOD
Year: 2014
Pagerank: 4.4215831e-05
Overall Rank: 8,948 | 37.82%
DOI: 10.1145/2588555.2593676

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,008	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6037276e-05
9,136	TextCube: Automated Construction and Multidimensional Exploration	2019	VLDB	4.3843441e-05
9,258	Joint Open Knowledge Base Canonicalization and Linking	2021	SIGMOD	4.3648789e-05
11,730	ZigZag: Supporting Similarity Queries on Vector Space Models	2018	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
765	PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks	2011	VLDB	0.0001695147
2,405	Linking Temporal Records	2011	VLDB	8.8729897e-05
2,853	Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches	2013	SIGMOD	8.0147968e-05
3,546	DBLP — Some Lessons Learned	2009	VLDB	6.9826428e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,990	Matching Titles with Cross Title Web-Search Enrichment and Community Detection	2014	VLDB	4.1905499e-05
2,291	Effective and Efficient Community Search over Large Heterogeneous Information Networks	2020	VLDB	9.0894835e-05
4,737	Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions	2021	SIGMOD	5.9529218e-05
420	InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables	2012	SIGMOD	0.00023700634
1,140	EntityRank: Searching Entities Directly and Holistically	2007	VLDB	0.00013709412
5,620	Influential Community Search over Large Heterogeneous Information Networks	2023	VLDB	5.4066581e-05
765	PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks	2011	VLDB	0.0001695147
7,396	Heterogeneous Information Networks: the Past, the Present, and the Future	2022	VLDB	4.7367808e-05
5,488	Microblog Entity Linking with Social Temporal Context	2015	SIGMOD	5.4798261e-05
3,486	Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes	2012	VLDB	7.0468496e-05