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Description
  • This article describes an algorithm to facilitate the proper assignment of reviewers by finding an author's profile. It uses an original approach to analyzing publications published in digital libraries to get additional keywords based on NLP (natural language processing) techniques. Comparing profiles and finding similarities between them are performed afterwards in the vector space model in generally known ways. The result of our work is an algorithm to help conference organizers assign reviewers to registered publications. In many cases, the organizers have to know about the research area of all program committee members and have to select the appropriate opponent manually. The results of the algorithm functionality are verified by real data from two conferences, a local and global one.
  • This article describes an algorithm to facilitate the proper assignment of reviewers by finding an author's profile. It uses an original approach to analyzing publications published in digital libraries to get additional keywords based on NLP (natural language processing) techniques. Comparing profiles and finding similarities between them are performed afterwards in the vector space model in generally known ways. The result of our work is an algorithm to help conference organizers assign reviewers to registered publications. In many cases, the organizers have to know about the research area of all program committee members and have to select the appropriate opponent manually. The results of the algorithm functionality are verified by real data from two conferences, a local and global one. (en)
Title
  • Similarity of Authors' Profiles and Its Usage for Reviewers' Recommendation
  • Similarity of Authors' Profiles and Its Usage for Reviewers' Recommendation (en)
skos:prefLabel
  • Similarity of Authors' Profiles and Its Usage for Reviewers' Recommendation
  • Similarity of Authors' Profiles and Its Usage for Reviewers' Recommendation (en)
skos:notation
  • RIV/61989100:27240/14:86092978!RIV15-MSM-27240___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA13-08195S), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 44877
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/14:86092978
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • text analysis; reviews; recommender systems; natural language processing; digital libraries (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [D86CB2878F33]
http://linked.open...v/mistoKonaniAkce
  • Korfu
http://linked.open...i/riv/mistoVydani
  • New York
http://linked.open...i/riv/nazevZdroje
  • Proceedings - 9th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2014
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
  • Šaloun, Petr
  • Ondrejka, Adam
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://bibframe.org/vocab/doi
  • 10.1109/SMAP.2014.31
http://purl.org/ne...btex#hasPublisher
  • Institute of Electrical and Electronics Engineers
https://schema.org/isbn
  • 978-1-4799-6813-8
http://localhost/t...ganizacniJednotka
  • 27240
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