Avtor/Urednik		Hristovski, Dimitar; Kastrin, Andrej; Rindflesch, Thomas C.
Naslov		Implementing semantics-based cross-domain collaboration recommendation in biomedicine with a graph database
Tip		članek
Vir		In: AMIA 2016 Annual Symposium, November 12 - 16, 2016, Chicago,IL [S. n.] : AMIA
Leto izdaje		2016
Obseg		str. 1433
Jezik		eng
Abstrakt		We describe a novel approach for cross-domain recommendation for research collaboration. We first constructed a large Neo4j graph database representing authors, their expertise, current collaborations, and general biomedical knowledge. This information comes from MEDLINE and from semantic relations extracted with SemRep. Then, by using an extended literature-based discovery paradigm, implemented with the Cypher graph query language, we recommend novel collaborations, which include author pairs, along with novel topics for collaboration and motivation for that collaboration.
Proste vsebinske oznake		znanost o podatkih kompleksna omrežja analiza omrežij rudarjenje besedil procesiranje naravnega jezika