Combining Tag Recommendations Based on User History

Reference:

Ilari T. Nieminen. Combining tag recommendations based on user history. In Folke Eisterlehner, Andreas Hotho, and Robert Jäschke, editors, ECML PKDD Discovery Challenge 2009 (DC09), volume 497 of CEUR-WS.org, pages 229–234, September 2009.

Abstract:

This paper describes our attempt at Task 2 of ECML PKDD Discovery Challenge 2009. The task was to predict which tags a given user would use on a given resource using methods that only utilize the graph structure of the training dataset, which was a snapshot of Bib- Sonomy. The approach combines simple recommendation methods by weighting recommendations based on the tagging history of the user.

Suggested BibTeX entry:

@inproceedings{nieminen2009dc09,
    author = {Ilari T. Nieminen},
    booktitle = {ECML PKDD Discovery Challenge 2009 (DC09)},
    editor = {Folke Eisterlehner and Andreas Hotho and Robert J\"{a}schke},
    month = {September},
    pages = {229-234},
    series = {CEUR-WS.org},
    title = {Combining Tag Recommendations Based on User History},
    volume = {497},
    year = {2009},
}