A coarse-to-fine collective entity linking method for heterogeneous information networks

2021 ◽  
pp. 107286
Author(s):  
Jiao Li ◽  
Chenyang Bu ◽  
Peipei Li ◽  
Xindong Wu
Keyword(s):  
Information Networks ◽  
Entity Linking ◽  
Heterogeneous Information ◽  
Heterogeneous Information Networks ◽  
Coarse To Fine

Toward Tweet Entity Linking with Heterogeneous Information Networks

2021 ◽  
pp. 1-1
Author(s):  
Wei Shen ◽  
Yuwei Yin ◽  
Yang Yang ◽  
Jiawei Han ◽  
Jianyong Wang ◽  
...  
Keyword(s):  
Information Networks ◽  
Entity Linking ◽  
Heterogeneous Information ◽  
Heterogeneous Information Networks

scholarly journals Survey on entity linking for domain specific with heterogeneous information networks

2019 ◽  
Vol 52 (3-4) ◽  
pp. 173-184
Author(s):  
S. Mythrei ◽  
S. Singaravelan
Keyword(s):  
Deep Understanding ◽  
Information Networks ◽  
Information Collection ◽  
Entity Linking ◽  
Heterogeneous Information ◽  
Social Media Networks ◽  
Domain Specific ◽  
Heterogeneous Information Networks ◽  
Unique Identity ◽  
Data Objects

Entity linking is a task of extracting information that links the mentioned entity in a collection of text with their similar knowledge base as well as it is the task of allocating unique identity to various entities such as locations, individuals and companies. Knowledgebase (KB) is used to optimize the information collection, organization and for retrieval of information. Heterogeneous information networks (HIN) comprises multiple-type interlinked objects with various types of relationship which are becoming increasingly most popular named bibliographic networks, social media networks as well including the typical relational database data. In HIN, there are various data objects are interconnected through various relations. The entity linkage determines the corresponding entities from unstructured web text, in the existing HIN. This work is the most important and it is the most challenge because of ambiguity and existing limited knowledge. Some HIN could be considered as a domain-specific KB. The current Entity Linking (EL) systems aimed towards corpora which contain heterogeneous as web information and it performs sub-optimally on the domain-specific corpora. The EL systems used one or more general or specific domains of linking such as DBpedia, Wikipedia, Freebase, IMDB, YAGO, Wordnet and MKB. This paper presents a survey on domain-specific entity linking with HIN. This survey describes with a deep understanding of HIN, which includes datasets,types and examples with related concepts.

scholarly journals Measuring diversity in heterogeneous information networks

2021 ◽  
Vol 859 ◽  
pp. 80-115
Author(s):  
Pedro Ramaciotti Morales ◽  
Robin Lamarche-Perrin ◽  
Raphaël Fournier-S'niehotta ◽  
Rémy Poulain ◽  
Lionel Tabourier ◽  
...  
Keyword(s):  
Information Networks ◽  
Heterogeneous Information ◽  
Heterogeneous Information Networks ◽  
Measuring Diversity

scholarly journals Discovering Maximal Motif Cliques in Large Heterogeneous Information Networks

2019 ◽  
Author(s):  
Jiafeng Hu ◽  
Reynold Cheng ◽  
Kevin Chen-Chuan Chang ◽  
Aravind Sankar ◽  
Yixiang Fang ◽  
...  
Keyword(s):  
Information Networks ◽  
Heterogeneous Information ◽  
Heterogeneous Information Networks
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