Fuzzy Description Logics for Bilateral Matchmaking in e-Marketplaces.
Proc. of the 21st Intl. Workshop on Description Logics (DL 2008) - -2008
, Straccia Umberto, Bobillo Fernando, Di Noia Tommaso
, Di Sciascio Eugenio
, Donini Francesco M.
Abstract Ragone et al.
Fuzzy Description Logics for Bilateral Matchmaking in e-Marketplaces
In Proceedings of the 21st International Workshop on Description Logics (DL-08).
We present a novel Fuzzy Description Logic (DL) based approach to automate matchmaking in e-marketplaces. We model traders' preferences with the aid of Fuzzy DLs and, given a request, use utility values computed w.r.t. Pareto agreements to rank a set of offers. In particular, we introduce an expressive Fuzzy DL, extended with concrete domains in order to handle numerical, as well as non numerical features, and to deal with vagueness in buyer/seller preferences. Hence, agents can express preferences as e.g. "I am searching for a passenger car costing about 22000 euro, yet if the car has a GPS system and more than two-year warranty I can spend up to 25000 euro". Noteworthy our matchmaking approach, among all the possible matches, chooses the mutually beneficial ones..
author = "Ragone, Azzurra and Straccia, Umberto and Bobillo, Fernando and Di Noia, Tommaso and Di Sciascio, Eugenio and Donini, Francesco M.",
title = "Fuzzy Description Logics for Bilateral Matchmaking in e-Marketplaces.",
booktitle = "Proc. of the 21st Intl. Workshop on Description Logics (DL 2008)",
volume = "353",
year = "2008",
publisher = "CEUR",
url = "http://sisinflab.poliba.it/Publications/2008/RSBDDD08"