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"Peer-to-peer based Recommendations for Mobile Commerce"

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Authors: Amund Tveit

Abstract:
With the inreasing number of mobile commerce facilities, there are challenges in providing customers useful recommendations about interesting products and services.
In this paper a Peer-to-Peer (P2P) based collaborative filtering architecture for the support of product and service recommendations for mobile customers is considered. Mobile customers are represented by software assistant agents that act like peers in the processing of recommendations.

Keywords: P2P, Collaborative Filtering, Mobile Commerce, Recommendations, Interface agents

Bibtex Citation

@InProceedings{Tveit2001P2P,
	       author       = "Amund Tveit",
	       title        = "Peer-to-peer based Recommendations for Mobile Commerce",
	       booktitle    = "Proceedings of the First International Workshop on Mobile Commerce",
	       year         = "2001",
	       address      = "Rome, Italy",
	       month        = "July",
               pages        = "26-29",
               organization = "ACM"
}

Workshop: First ACM Mobile Commerce Workshop, Rome, Italy - July 2001.

Curriculum:
This paper has been used as curriculum or project material for the following courses:

  1. Dr. Jani Mantyjarvi, Course: POSTGRADUATE SEMINAR COURSE ON: ADAPTIVE INTERACTION TECHNOLOGIES FOR MOBILE DEVICES,, 2004-2005
    (Course Material)
  2. Professor Dr. Erhard Rahm, Course: Problemseminar: Peer-to-peer (P2P) Data Management, Institut fur Informatik, University of Leipzig, Germany, 2003-2004
    (Litterature)

  3. Assistant Professor Michael Weiss, Project Summer Term Projects. School of Computer Science, University of Carleton, Canada
    (Student Project Description)

Known Citations:
This paper has been cited in the following papers:

  1. Jae Kyeong Kim, Hyea Kyeong Kim and Yoon Ho Cho. "A user-oriented contents recommendation system in peer-to-peer architecture", Journal of Expert Systems with Applications, Volume 34, Issue 1, Elsevier Press, pp 300-312, Netherlands, 2008

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  7. Rossano Schifanella. "A Legal and Efficient Peer-to-Peer Market Place: Exploiting Fairness and Social Relationships", PhD Thesis, Computer Science Department, University of Torino, Italy, Nov 2006

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  16. Rickard Coster and Martin Svensson. "Incremental collaborative filtering for mobile devices", Proceedings of the 2005 ACM Symposium on Applied Computing, ACM Press, New Mexico, USA, 2005

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  21. Bo Xie, Peng Han, Han Yang and Ruimin Shen. An Efficient Neighbor Search Scheme of Distributed Collaborative Filtering on P2P Overlay Network. Proceedings of the 15th International Conference on Database and Expert Systems Applications (DEXA'04), Lecture Notes in Computer Science (LNCS) 3180, Springer-Verlag, Zaragoza, Spain, 2004.

  22. Peng Han, Ruimin Shen and Fan Yang. "A Novel Distributed Collaborative Filtering Algorithm and Its Implementation on P2P Overlay Network", Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence (LNAI) 3056, Springer-Verlag, Sidney, Australia, May, 2004.

  23. Harma Motsi. "Wireless Applications for Virtual Communities of Practice", MSe Thesis, Department of Software Development, Tshwane University of Technology, Zaire, 2004

  24. Tobias Straub and Anders Heinemann. "An Anonymous Bonus Point System For Mobile Commerce Based On Word-Of-Mouth Recommendation", Proceedings of the 19th Annual ACM Symposium on Applied Computing (ACM SAC 2004), Nicosia,Cyprus, March, 2004
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  26. Unknown Author (Under Review). "PipeCF: A Scalable DHT-based Collaborative Filtering Recommendation System", Submitted to Journal of Zhejiang University SCIENCE (ISSN 1009-3095), Hangzhou, China, 2004
  27. Frank Wollenweber. "Kollaborative Nutzung des World Wide Webs", Fachbereich Informatik, University of Hamburg, Germany, January 2004

  28. Martin Svensson. "Explaining and Combining Recommender Algorithms for Decentralized Architectures (ENCORE)", Project Report, Swedish Institute of Computer Science, 2003
  29. A. Heinemann, J. Kangasharju, F. Lyardet and M. Muhlhauser. "Ad Hoc Collaboration and Information Services Using Information Clouds", Under Submission (Ed.) to 3rd Workshop on Applications and Services in Wireless Networks (ASWN 2003), Bern, Switzerland, 2003
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  34. Eunseok Lee and Sera Jang. A user adaptive mobile commerce system with a middlet application, Proceedings of the 3rd International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2002), Lecture Notes in Computer Science 2412, pp 193-199, Manchester, UK, August 2002

  35. Mylini Munusamy and Hiew Pang Leang. "Characteristics of Mobile Devices and an Integrated M-Commerce Infrastructure for M-Commerce Deployment", Proceedings of the Second International Workshop on Internet Computing and E-Commerce (ICECE 2002), Florida, USA
  36. Michael Weiss. "Exploiting Communities of Interest to Find Information on the Web", Discussion White Paper, Carleton University, Ottawa, Canada, Feb 2002
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  41. Enna Nguyen. "Mobile Auction Enhances the Online Auction Experience" , Master of Science Thesis, Department of Information Systems and Computing, Brunel University, 2002



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