فهرست:
فصل اول: مقدمه
1-1 مقدمه. 1
1-2 موضوع تحقیق.. 3
1-3 موضوع تحقیق.. 4
1-4 اهمیت و ارزش تحقیق.. 6
1-5 اهداف تحقیق.. 6
1-6 کاربرد نتایج تحقیق.. 6
1-7 مروری بر ساختار پایاننامه. 7
فصل دوم: تجارت سیار
2-1 مقدمه. 8
2-2 تجارت سیار 9
2-3 دستهبندی ادبیات تحقیقاتی تجارت سیار 11
2-3-1 حوزه تحقیقات نظری.. 11
2-3-2 شبکه بیسیم. 12
2-3-3 میانافزار سیار 13
2-3-4 زیربنای کاربری بیسیم. 14
2-3-5 کاربردهای تجارت سیار 14
2-4 فناوریهای تجارت سیار 16
2-5 استانداردهای بیسیم. 18
2-6 بستر پیادهسازی کاربردهای تجارت سیار 19
2-6-1 زبانهای برنامهنویسی موبایل.. 22
2-7 جمعبندی.. 23
عنوان صفحه
فصل سوم: زمینه
3-1 مقدمه. 25
3-2 زمینه. 26
3-2-1 تعاریف پارامتریک... 26
3-2-2 تعاریف کلی.. 27
3-3 دستهبندی اطلاعات زمینه. 28
3-4 آگاهی از زمینه. 31
3-5 طراحی زمینه. 32
3-6 جمعبندی.. 33
فصل چهارم: سیستمهای پیشنهاددهنده
4-1 مقدمه. 35
4-2 بررسی عملکرد سیستمهای پیشنهاددهنده 36
4-2-1 روشهای مبتنی بر محتوا 38
4-2-1-1 مشکلات و محدودیتهای روشهای مبتنی بر محتوا 41
4-2-2 روشهای فیلترسازی مشارکتی.. 42
4-2-2-1 مشکلات و محدودیتهای روشهای فیلترسازی مشارکتی.. 46
4-2-3 روشهای ترکیبی.. 48
4-3 ارزیابی سیستمهای پیشنهاددهنده 49
4-4 بسط قابلیتهای سیستمهای پیشنهاددهنده 51
4-4-1 شرکتدادن شناختی جامع از کاربران و اقلام در فرآیند پیشنهاددهی.. 51
4-4-2 امتیازگذاری چندمعیاری.. 52
4-4-3 پیشنهاددهندههای غیرتداخلی.. 53
4-4-4 انعطافپذیری.. 53
4-4-5 توسعه شاخصهای ارزیابی.. 54
4-4-6 استفاده از اطلاعات زمینه در پیشنهاددهندهها 55
4-4-7 سایر گزینهها برای بسط و توسعه سیستمهای پیشنهاددهنده 55
4-5 جمعبندی.. 55
فصل پنجم: روش جدید چندبعدی برای پیشنهاددهی آگاه از زمینه
5-1 مقدمه. 57
5-2 سیستمهای پیشنهاددهنده آگاهاززمینه در تجارت سیار 58
5-3 مدلسازی اطلاعات زمینه. 59
5-4 روش چندبعدی در سیستمهای توصیهگرسیار آگاه از زمینه. 61
5-5 جمعبندی.. 68
فصل ششم: ارزیابی
6-1 مقدمه. 69
6-2 روش ارزیابی.. 69
6-2-1 پیادهسازی سیستم جمعآوری داده 70
6-3 پیادهسازی روش پیشنهاددهی.. 72
6-3-1 پیادهسازی روش پیشنهاددهی دوبعدی.. 73
6-3-2 پیادهسازی روش پیشنهاددهی چندبعدی.. 78
6-4 جمعبندی.. 82
فصل هفتم: جمعبندی و راهکارهای آینده
7-1 مقدمه. 84
7-2 راهکارهای آینده 85
منابع و مآخذ. 87
منبع:
E. Turban and D. King, “Introduction to E-commerce: Mobile Commerce”, Prentice Hall, pp. 332-380, 2003.
N. Shi, “Mobile Commerce Applications”, Idea Group Publishing, 2004.
E.W.T. Ngai and A. Gunasekaran, “A review for mobile commerce research and applications”, Decision Support Systems, vol. 43, pp. 3 – 15, 2005.
B. E. Mennecke and T. J. Strader, “Mobile Commerce - Technology, Theory, and Application”, Idea Group Publishing, 2003.
A. H. Morales-Aranda, O. Mayora-Ibarra and S. Negrete-Yankelevich, “M-Modeler: A Framework Implementation for Modeling M-Commerce Applications”, Proceedings of the 6th international conference on Electronic commerce ICEC '04, pp.596-602, 2004.
A. Schmidt, M. Beigl and H. Gellersen,”There is more to context than location”, Computers & Graphics, vol. 23, pp. 893-901, 1999.
G. Adomavicius and A. Tuzhilin, “Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions”, IEEE, IEEE Computer Society, 2005.
J. Bennett, “A Collaborative Filtering Recommender using SOM clustering on Keywords”, A Proposal for the degree of Masters of Computer Science, Golisano College of Computing and Information Science Rochester Institute of Technology, 2006.
C. Cornelis, J. Lu, X. Guo and G. Zhang, “One-and-Only Item Recommendation with Fuzzy Logic Techniques”, Information Sciences, Vol. 177, No. 6, pp. 4906-4921, 2007.
G. Adomavicius, R. Sankaranarayanan, S. Sen and A. Tuzhilin, “Incorporating Contextual Information in Recommender Systems Using a Multidimensional Approach”, ACM Transactions on Information Systems, Vol. 23, No. 1, pp. 103-145, 2005.
J. Bennett, “Independent Study Report: A survey of SOM and Recommender techniques”, A Research Report, Golisano College of Computing and Information Science Rochester Institute of Technology, 2006.
W. Yang, H. Cheng and J. Dia, “A location-aware recommender system for mobile shopping environments”, Expert Systems with Applications, vol. 34, No. 1, pp. 437–445, 2006.
E. Parle, A. Quigley, ”Proximo, Location-Aware collaborative Recommender”, In Workshop on the Social Navigation and Community based Adaptation 2006.
F. Bostrom, “Andromedia - Towards a context-aware mobile music recommender”, University of Helsinki, Faculty of Science, Department of Computer Science, 2008.
J. Seppanen and J. Huopaniemi, “Interactive And Context-Aware Mobile Music Experiences”, Proc of the 11th Int. Conference on Digital Audio Effects, 2008.
H. Park, J. Yoo, S. Cho, “A Context-aware Music Recommendation system using fuzzy Bayesian networks with utility theory”, International Conference on Fuzzy Systems and Knowledge Discovery(FSKD 2006), 2006.
W. Schwinger, Ch. Grun, B. Pröll, W. Retschitzegger, A. Schauerhuber, “Context-Awareness in Mobile Tourism Guides – A comprehensive Survey”, 2002 .
A. Hinze and G. Buchanan, “Context-Awareness in Mobile Tourist Information systems: challenges for user interaction”, In Proceedings of the ACSC’06, Australian Computer Society, 2006.
M. V. Setten, S. Pokraev and J. K. waaij, “Context-Aware Recommendations in the Mobile Tourist Application COMPASS”, Adaptive Hypermedia and Adaptive Web-Based Systems, pp. 235-244, 2004.
J. Yu, S. Lee and M. Jeon, “Recommendation of preferable photo contents”, International Symposium on Ubiquitous, 2007.
Q. Li, Ch. Wang, G. Geng, R. Dai, “A Novel Collaborative Filtering-Based Framework for Personalized Services in M-commerce”, Proceedings of the 16th international conference on World Wide Web WWW '07 , PP.1251+, 2007.
L. Buriano, M. Marchetti, F. Carmagnola and F. Cena, “The Role of Ontologies in Context-Aware Recommender Systems”, Proceedings of the 7th International Conference on Mobile Data Management, IEEE, 2006.
A. Loizou and S. Dasmahapatra, “Recommender Systems for the Semantic Web”, ECAI 2006 Recommender Systems Workshop, 2006.
S. Kim and J. Kwon, “Effective Context-Aware Recommendation on the Semantic Web”, IJCSNS International Journal of Computer Science and Network Security, Vol. 7 No.8, 2007.
A. S. Tanenbaum, “Computer Networks,” Prentice Hall, 2003.
“Mobile Operating System”, Wikipedia, The Free Encyclopedia, [online]. Available: http://en.wikipedia.org/wiki/Mobile_operating_system.
R. Riggs, A. Taivalsaari, J.Van Peursem, J. Huopaniemi, M. Patel, A. Uotila and Jim Holliday Editor, “Programming Wireless Devices with the Java™ 2 Platform”, Micro Edition, Second Edition, Addison Wesley, 2003.
A. K. Dey and G. D. Abowd, “Towards a Better Understanding of Context and Context-Awareness”, Handheld and Ubiquitous Computing, Vol. 1707, pp. 304-307, 1999.
B. Schilit and M. Theimer, “Disseminating Active Map Information to Mobile Hosts”, IEEE Network, pp. 22-32, 1994.
P. J. Brown, J. D. Bovey, X. Chen, “Context-Aware Applications: From the Laboratory to the Marketplace”, IEEE Personal Communications, Vol. 4, No. 5, pp. 58-64 ,1997.
N. Ryan, J. Pascoe, D. R. Morse, “Enhanced Reality Fieldwork: the Context-Aware Archaeological Assistant”, Computer Applications in Archaeology ,1997.
A. K. Dey, “Context-Aware Computing: The CyberDesk Project”. AAAI ‘98 Spring Symposium on Intelligent Environments, Technical Report pp. 51-54, 1998.
P. J. Brown, “The Stick-e Document: a Framework for Creating Context-Aware Applications”, Electronic Publishing, Vol. 8, pp. 259-272, 1995.
O. Kwon, J. M. Shin and S. W. Kim, “Context-aware multi-agent approach to pervasive negotiation support systems”, Expert Systems with Applications, vol. 31, pp. 275–285, August 2006.
D. Franklin, J. Flaschbart, “All Gadget and No Representation Makes Jack a Dull Environment” AAAI Spring Symposium on Intelligent Environments, Technical Report, pp. 155-160, 1998.
Ch. Doulkeridis, N. Loutas, M. Vazirgiannis, “A System Architecture for Context-Aware Service Discovery”, Electronic Notes in Theoretical Computer Science, vol. 146, , pp. 101–116, 2005.
B. N. Schilit, N. Adams, R. Want, “Context-Aware Computing Applications”. 1st International Workshop on Mobile Computing Systems and Applications, pp. 85-90, 1994.
O. Riva, S. Toivonen, “The DYNAMOS approach to support context-aware service provisioning in mobile environments”, The Journal of Systems and Software, vol. 80, pp. 1956–1972, 2007.
R. A. Yaiz, F. Selgert, F. D. Hartog, “On the definition and relevance of Context-awareness in personal networks”, Third Annual International Conference on Mobile and Ubiquitous Systems: Networking&Services, PP. 1-6, 2006.
R. Want, A. Hopper, V. Falcao, J. Gibbons, “The Active Badge Location System”, ACM Transactions on Information Systems, Vol. 10, No.1 ,pp. 91-102, 1992.
J. kolari, T. Laakko, T. Hiltonen, V. IKonen, M. Kulju, R. Suihkonen, S. Toivonen, T. Virtanen, “Context-Aware services for Mobile users, technology and user experience”, VTT Information Technology, 2004.
J. Pascoe, “Adding Generic Contextual Capabilities to Wearable Computers”, 2nd International Symposium on Wearable Computers, pp. 92-99, 1998.
J. Pascoe, N. Ryan, D. R. Morse, “Human-Computer-Giraffe Interaction – HCI in the Field”, Workshop on Human Computer Interaction with Mobile Devices, 1998.
N. S. Ryan, J. Pascoe, D. Morse, “Enhanced Reality Fieldwork: the Context-Aware Archaeological Assistant”, Computer Applications in Archaeology, 1997.
R. Hull, P. Neaves, J. Bedford-Roberts, “Towards Situated Computing”, 1st International Symposium on Wearable Computers. pp. 146-153, 1997.
Ch. Bolchini, C. A. Curino, E. Quintarelli, F. A. Schreiber, L. Tanca , “A Data-oriented Survey of Context Models”, Vol. 36, No. 4, pp. 19-26, 2007.
R. J. Mooney, P. N. Bennet, and L. Roy, “Book Recommending Using Text Categorization With Extracted Information”, Proc. Recommender systems papers from 1998 Workshop, Technical Report , 1998.
M. Pazzani and D. Billsus, “Learning and revising User Profiles: The Identification of Interesting Web Sites”, Machine Learning, vol. 27, No.3, pp. 313-331, 1997.
R. Baeza-Yates and B. Riberio-Neto, Modern Information Retrival, Addision-Wesley, 1999.
G. Salton, Automatic Text Processing, Addision-Wesley, 1989.
U. Shardanand and P. Maes, “Social Information Filtering: Algorithms for Automating ‘Word of Mouth’”, Proc. Conf. Human Factors in Computing Systems, 1995.
B. Sheth and P. Maes, “Evolving Agents for Personalized Information Filtering,” Proc. Ninth IEEE Conf. Artificial Intelligence for Applications, 1993.
E. Rich, “User Modeling via Stereotypes,” Cognitive Science, vol. 3, no. 4, pp. 329-354, 1979.
D. Goldberg, D. Nichols, B. M. Oki and D. Terry, “Using collaborative filtering to weave an information tapestry”, Communications of the ACM, Vol. 35, No. 12, 1992.
P. Resnick, N. Lakovou, M. Sushak, P. Bergstorm, and J. Riedl, “GroupLens: An Open Architecture for Collaborative Filtering of Netnews,” Proc. 1994 Computer Supported Cooprative Work Conf., 1994.
B. Sarwar, G. Karypis, J. Konstan, and J. Riedl, “Item-Based Collaborative Filtering Recommendation Algorithms,” Proc. 10th Int’l WWW Conf., pp. 285-295, 2001.
J. S. Breese, D. Heckerman, and C. Kadie, “Empirical Analysis of Predictive Algorithms for Collaborative Filtering”, Proc. 14th Conf. Uncertainty in Artificial Intelligence, 1998.
M. Deshpande and G. Karyps, “Item-Based Top-N Recommendation Algorithms”, Information Systems, vol. 22, no. 1, pp. 143-177, 2004.
D. Billsus and M. J. Pazzani, “Learning Collaborative Information Filters”, Proc. Int’1 Conf. Machine Learning, 1998.
D. M. Pennock, E. Horvitz, S. Lawrence and L. C Giles, “Collaborative Filtering by Personality: A Hybrid Memory and Model-Based Approach”, Proc. Int’1 Joint Conf. Artificial Intelligence Workshop: Machine Learning for Information filtering, 1999.
M. Pazzani, “A Framework for Collaborative, Content-Based, and Demographic Filtering” Artificial Intelligence Rev., pp. 393-408, 1999.
I. Soboroff, Ch. Nicholas and Ch. K. Nicholas, “Combining Content and Collaboration in Text Filtering”, In Proceedings of the IJCAI’99 Workshop on Machine Learning for Information Filtering, 1999.
M. Balabanovic and Y. Shoham, “Fab: Content-Based, Collaborative Recommendation”, Comm. ACM, vol. 40, no. 3, pp. 66-72, 1997.
J. L. Herlocker, J. A. Konstan, L. G. Terveen, J. T. Riedl, “Evaluating Collaborative Filtering Recommender Systems”, ACM Transactions on Information Systems, Vol. 22, No. 1, pp. 5-53, 2004.
C. Hayes, P. Massa, P. Avesani and P. Cunningham, “An on-line evaluation framework for recommender systems”, In Workshop on Personalization and Recommendation in E-Commerce, 2002.
J. S. Breese, D. Heckerman and C. Kadie, “Empirical Analysis of Predictive Algorithms for Collaborative Filtering”, 14th Conference on Uncertainty in Artificial Intelligence, pp. 43-52, 1998.
G. Adomavicius and A. Tuzhilin, “ Expert-Driven Validation of Rule-Based User Models in Personalization Applications”, Data Mining and Knowledge Discovery, vol. 5, no. 1 and 2, pp. 33-58, 2001.
T. Fawcett and F. Provost, “Combining Data Mining and Machine Learning for Efficient User Profiling”, Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD), 1996.
H. Mannila, H. Toivonen, and A. I. Verkamo, “Discovering Frequent Episodes in Sequences”, Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995.
G. Adomavicius and A. Tuzhilin, “Multidimensional Recommender Systems: A Dtata Warehousing Approach,”, Proc. Second Int’l Workshop Electronic Commerce (WELCOM ‘01), 2001.
R. J. Mooney and L. Roy, “Content-Based Book Recommending Using learning for Text Categorization”, In Proceedings of DL-00, 5th {ACM} Conference on Digital Libraries, pp. 195-204, 2000.
S. Figge, “Situation-dependent services-a challenge for mobile network operators”, Journal of Business Research, vol. 57, pp. 1416-1422, 2004.
M. Ehrig, P. Haase, M. Hefke and N. Stojanovic, ” Similarity for Ontologies - a Comprehensive Framework”, In Workshop Enterprise Modelling and Ontology: Ingredients for Interoperability, 2004.
G. Chen, D.Kotz, “A Survey of Context-Aware Mobile Computing Research”, TR2000-381. Dept. of Computer Science, Dartmouth College, 2000.
M. Hosseini-Pozveh, M. A. Nematbakhsh, N. Movahedinia, “A multidimensional approach for context-aware recommendation in mobile commerce”, WORLDCOMP’09 Conference, Las Vegas Nevada, USA, July 2009.
M. Hosseini-Pozveh, M. A. Nematbakhsh, N. Movahedinia, “A multidimensional approach for context-aware recommendation in mobile commerce”, International Journal of Computer Science and Information Security, Vol.3, No.1, July 2009.
مریم حسینیپزوه، محمدعلی نعمتبخش، ناصر موحدینیا، ""ارائه یک روش چندبعدی برای توصیهگری آگاه از زمینه در تجارت سیار"، کنفرانس شهر الکترونیکی، تهران، خرداد 1388.