Creating User Profiles Using Wikipedia
Authors | Krishnan Ramanathan Komal Kapoor |
|---|---|
Publication date | 2009 |
DOI | 10.1007/978-3-642-04840-1_31 |
Links | Original |
Creating User Profiles Using Wikipedia - scientific work related to Wikipedia quality published in 2009, written by Krishnan Ramanathan and Komal Kapoor.
Overview
Creating user profiles is an important step in personalization. Many methods for user profile creation have been developed to date using different representations such as term vectors and concepts from an ontology like DMOZ. In this paper, authors propose and evaluate different methods for creating user profiles using Wikipedia as the representation. The key idea in approach is to map documents to Wikipedia concepts at different levels of resolution: words, key phrases, sentences, paragraphs, the document summary and the entire document itself. Authors suggest a method for evaluating profile recall by pooling the relevant results from the different methods and evaluate results for both precision and recall. Authors also suggest a novel method for profile evaluation by assessing the recall over a known ontological profile drawn from DMOZ.
Embed
Wikipedia Quality
Ramanathan, Krishnan; Kapoor, Komal. (2009). "[[Creating User Profiles Using Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-04840-1_31.
English Wikipedia
{{cite journal |last1=Ramanathan |first1=Krishnan |last2=Kapoor |first2=Komal |title=Creating User Profiles Using Wikipedia |date=2009 |doi=10.1007/978-3-642-04840-1_31 |url=https://wikipediaquality.com/wiki/Creating_User_Profiles_Using_Wikipedia |journal=Springer, Berlin, Heidelberg}}
HTML
Ramanathan, Krishnan; Kapoor, Komal. (2009). "<a href="https://wikipediaquality.com/wiki/Creating_User_Profiles_Using_Wikipedia">Creating User Profiles Using Wikipedia</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-04840-1_31.
