Explanation of spreading activation based recommendations

Hussein, Tim; Neuhaus, Sebastian

doi:10.1145/2002375.2002381

Veröffentlicht

Explanation of spreading activation based recommendations

In this paper, we introduce an approach for explaining recommendations in environments that are based on semantic models. Using a constrained Spreading Activation (CSA) technique for recommendation generation, we store and exploit the activation paths leading to recommendations. These paths later can be used to generate both verbal explanations and relevance feedback forms.

Vorschau

Einordnung

Konferenz:

SEMAIS '10, 1st international workshop on Semantic models for adaptive interactive systems, Hong Kong, China, February 07 - 07, 2010

Datum der Veröffentlichung:

24.03.2010

URN:

urn:nbn:de:hbz:465-20100324-151205-4

DOI:

10.1145/2002375.2002381

Sprache:

Englisch

Ressourcentyp:

Text

Schlagwörter:

Recommendations; Spreading Activation; Traceability

Kollektion:

E-Publikationen

Sachgruppen der Deutschen Nationalbibliographie:

004 Informatik

Einrichtung:

Fakultät für Ingenieurwissenschaften, Informatik und Angewandte Kognitionswissenschaft, Informatik, Interaktive Systeme / Interaktionsdesign

Abgrenzungspolitik:

This is the version accepted for publication of the following article: Hussein, Tim; Neuhaus, Sebastian: "Explanation of spreading activation based recommendations", in: Hussein, Tim (ed.): Proceedings of the 1st international workshop on Semantic models for adaptive interactive systems. New York: ACM, pp. 24 - 28.

The final version may be found at: https://doi.org/10.1145/2002375.2002381

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