Bluefinder: Recommending Wikipedia Links Using Dbpedia Properties

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Bluefinder: Recommending Wikipedia Links Using Dbpedia Properties
Authors
D. F. Torres
Hala Skaf-Molli
Pascal Molli
Alicia Díaz
Publication date
2013
DOI
10.1145/2464464.2464515
Links
Original

Bluefinder: Recommending Wikipedia Links Using Dbpedia Properties - scientific work related to Wikipedia quality published in 2013, written by D. F. Torres, Hala Skaf-Molli, Pascal Molli and Alicia Díaz.

Overview

DBpedia knowledge base has been built from data extracted from Wikipedia. However, many existing relations among resources in DBpedia are missing links among articles from Wikipedia. In some cases, adding these links into Wikipedia will enrich Wikipedia content and therefore will enable better navigation. In previous work, authors proposed PIA algorithm that predicts the best link to connect two articles in Wikipedia corresponding to those related by a semantic property in DBpedia and respecting the Wikipedia convention. PIA calculates this link as a path query. After introducing PIA results in Wikipedia, most of them were accepted by the Wikipedia community. However, some were rejected because PIA predicts path queries that are too general. In this paper, authors report the BlueFinder collaborative filtering algorithm that fixes PIA miscalculation. It is sensible to the specificity of the resource types. According to the conducted experimentation authors found out that BlueFinder is a better solution than PIA because it solves more cases with a better recall.