Volume 8 Number 3 (Mar. 2013)
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JSW 2013 Vol.8(3): 528-537 ISSN: 1796-217X
doi: 10.4304/jsw.8.3.528-537

Distributed Cooking Recipe Recommendation and Adaptation

Qing Li1, Wei Chen1, 2, Lijuan Yu1
1Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China
2School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China

Abstract—In this paper, we propose a distributed recipe recommendation mechanism that utilizes social information for adaptive recipe recommendation in a peer-to-peer (P2P) network. A recipe flavor model is first proposed for modeling recipes and validating recipe adaptations. Peers in the network group themselves into communities in which members share common preferences of recipe data. This is helpful to visit more relevant peers when the query scope is fixed thus improve the performance of recommendation. Based on a graph-based recipe representation, we propose a recipe similarity measure and a filtering algorithm to generate candidates of cooking recipes to be recommended. A recipe adaptation method is also proposed in order to better match users’ preferences. Experiments are conducted for the evaluation of the proposed model and a prototype system for cooking recipe recommendation is also presented.

Index Terms—Recommender system, cooking recipe, distributed information retrieval, recipe adaptation.

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Cite: Qing Li, Wei Chen, Lijuan Yu, "Distributed Cooking Recipe Recommendation and Adaptation," Journal of Software vol. 8, no. 3, pp. 528-537, 2013.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly (2006-2019); Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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