Narrow or Broad? Estimating Subjective Specificity in Exploratory Search

Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, Giulio Jacucci

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

Supporting exploratory search is a very challenging problem, not least because of the dynamic nature of the exercise: both the knowledge and interests of the user are subject to constant change. Moreover, whether the results for a query are informative is strongly subjective. What is informative to one user, is too specific for the other; specificity differs between users depending on their intent and accumulated knowledge about the domain.
We propose a formal model—motivated by Information Foraging Theory—for predicting the subjective specificity of search results based on simple observables such as result- clicks. Through two studies including both controlled and free-form exploratory search we show our model allows us to differentiate between levels of subjective result specificity with regard to the current information need of the user.
Alkuperäiskielienglanti
OtsikkoCIKM'14 - ACM International Conference on Information and Knowledge Management
KustantajaACM
Julkaisupäivä2 marraskuuta 2014
DOI - pysyväislinkit
TilaJulkaistu - 2 marraskuuta 2014
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaUnknown host publication - , Kiina
Kesto: 3 marraskuuta 20147 marraskuuta 2014

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