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研究生:林宜蓁
論文名稱:智慧型代理人之評估-在B2C電子商務議價環境中
論文名稱(外文):Evaluate Intelligent Agent in the B2C E-Commerce Negotiation
指導教授:梁文耀梁文耀引用關係
學位類別:碩士
校院名稱:國立彰化師範大學
系所名稱:資訊管理學系所
學門:電算機學門
學類:電算機一般學類
論文種類:學術論文
論文出版年:2009
畢業學年度:97
語文別:中文
論文頁數:69
中文關鍵詞:電子商務B2C電子商務智慧型代理人智慧型代理人評估
外文關鍵詞:Electronic CommerceB2C E-CommerceIntelligent agentsIntelligent Negotiation agent
相關次數:
  • 被引用被引用:3
  • 點閱點閱:517
  • 評分評分:
  • 下載下載:136
  • 收藏至我的研究室書目清單書目收藏:3
近年來,由於講究協調性的複雜軟體及在商業流程中,自動化和支配、控制及組織分散式活動的元件需求增加,使的人工智慧的研究者朝向代理人科技的應用發展。智慧型代理人(Intelligent Agent)為一種系統軟體或硬體元件,可以精確地活動以代替它的使用者完成任務。然而,由於智慧型代理人是近年來才被廣為討論的新技術,在目前所收集到的相關研究文獻中大多是在研究代理人系統的開發技術,至於專精在代理人系統效益評估方面的討論則是相對少見。因此,本研究以智慧型代理人為主題,將之應用在B2C電子商務議價環境中,透過實驗設計收集實驗數據並在實驗結束後實施問卷調查,主要目的為實證智慧型代理人的系統效益。研究結果顯示使用協商代理人之實驗對象,無論在實驗設計或是問卷調查中都優於沒有使用協商代理人之實驗對象。
The increasing demand for sophisticated software that comprises of collaborative, yet autonomous, units to regulate, control and organize all distributed activities involved in the company processes, has oriented AI researchers towards the employment of Agent Technology (AT) in a variety of disciplines. An agent can be seen as a software and/or hardware component of system capable of acting exactingly in order to accomplish tasks on behalf of its user. However, intelligent agent is still quite a new technology and researches in this area primarily focus on developing technologies in agent systems itself, and research works which evaluate the intelligent agent performance are few and far between. This research applies intelligent agent to B2C e-Commerce negotiation. An experimental design is used to collect experiment data and then a questionnaire is conducted to investigate the benefits of intelligent agent systems. Results show that intelligent systems do improve performance of negotiation system, in both experiment and questionnaire analysis.
中文摘要 i
Abstract ii
誌 謝 iii
目 錄 iv
圖索引 v
表索引 vi
第一章緒論 1
1.1研究背景與動機 1
1.2研究目的 2
1.3研究架構與流程 3
1.4研究範圍與限制 5
第二章文獻探討 6
2.1電子商務 6
2.2B2C電子商務 10
2.3智慧型代理人 13
2.4智慧型代理人評估 19
第三章研究方法 23
3.1研究模式與假說 23
3.2變數之操作性定義及衡量方法 27
3.3研究分法之選擇 29
3.4實驗設計 32
第四章資料分析 49
4.1量表檢測 49
4.2實驗指標分析 55
4.3討論 57
第五章結論 59
參考文獻 61
附錄一 滿意度問卷 69

圖1-1 研究流程圖 4
圖3-1 研究架構圖 24
圖3-2 實驗設計 33
圖3-3 系統登入圖 35
圖3-4 設定隸屬函數 36
圖3-5 顯示協商電腦商品組合規格及圖片 37
圖3-6 協商 38
圖3-7 實驗組之協商流程 41
圖3-8 系統登入圖 42
圖3-9 顯示協商電腦商品組合規格及圖片 43
圖3-10 協商 44
圖3-11 控制組之協商流程 46
圖3-12 實驗流程圖 48

表2-1 B2C電子商務相關文獻 12
表2-2 智慧型代理人相關文獻 15
表2-3 代理人應用於協商議題之相關文獻 18
表2-4 智慧型代理人效益評估之相關文獻 21
表3-1 滿意度量表 29
表3-2 實驗室實驗法與實地實驗法之比較 31
表4-1 Kolmogorov-Smirnov檢定 49
表4-2 KMO值及Bartlett 球型檢定 52
表4-3 解說總變異量 52
表4-4 因素負荷量 53
表4-5 T檢定-獨立樣本檢定 54
表4-6 T檢定-獨立樣本檢定 56
表4-7 假說檢定總表 58
中文部份
[1] 林寶香(民89),智慧型代理人於電子商務之整合與應用,東海大學工業工程研究所碩士論文。
[2] 黃營杉、汪志堅合譯(民93),研究方法,華泰出版,台北。
[3] 莊立民、王鼎銘合譯,(民92),企業研究方法:質化與量化方法之應用,雙葉出版,台北。

原文部份
[4] Anumba, C. J., and Ruikar, K. (2001). Electronic commerce in construction—trends and prospects. Automation in Construction, 11, 265-275.
[5] Applegate, L. M., Holsapple, C. W., Kalakota, R., Radermacher, F. J., and Whinston, A. B. (1996). Electronic commerce: building blocks of new business opportunity. Journal of Organizational Computing and Electronic Commerce, 6(1), 1–10.
[6] Asker, D. A., and Keller, K. L. (1990). Consumer Evaluations of Brand Extensions. Journal of Marketing, 54, 27-41.
[7] Babiceanu, R. F., and Chen, F. F. (2005). Agent based modeling: Performance evaluation of agent-based materialhandling systems using simulation techniques. Proceedings of the 37th conference on Winter simulation WSC '05, Houston, U.S.A.
[8] Ben-Ami, D., and Shehory, O. (2005). Papers: cooperation II: A comparative evaluation of agent location mechanisms in large scale MAS. Proceedings of the fourth international joint conference on Autonomous agents and multi-agent systems AAMAS '05.
[9] Beydoun, G. (2009). Formal concept analysis for an e-learning semantic web. Expert Systems with Applications, 36, 10952–10961.
[10] Biswas, P. K. (2008). Towards an agent-oriented approach to conceptualization. Applied Soft Computing, 8(1), 127-139.
[11] Boudreaux, E. D., Bedek, K. L., Gilles, D., Baumann, B.M., Hollenberg, S., Lord, S. A., and Grissom, G. (2009). The Dynamic Assessment and Referral System for Substance Abuse (DARSSA): Development, functionality, and end-user satisfaction. Drug and Alcohol Dependence, 99, 37–46.
[12] Braga, Primo C. A. (2005). E-commerce regulation: New game, new rules? The Quarterly Review of Economics and Finance, 45, 541–558.
[13] Chan, Henry C. C., Cheng, C. B., and Hsu, C.H. (2007). Bargaining strategy formulation with CRM for an e-commerce agent. Electronic Commerce Research and Applications, 6, 490-498.
[14] Chang, H. H. (2008). Intelligent agent’s technology characteristics applied to online auctions’ task: A combined model of TTF and TAM. Technovation, 28, 564–577.
[15] Chen, L. S., Hsu, F. H., Chen, M. C., and Hsu Y.C. (2008). Developing recommender systems with the consideration of product profitability for sellers. Information Sciences, 178, 1032–1048.
[16] Chen, R. S., and Chen, D. K. (2008). Apply ontology and agent technology to construct virtual observatory. Expert Systems With Applications, 34(3), 2019-2028.
[17] Chen, Z., Li, H., Kong, Stephen C.W., Hong, J., and Xu, Q. (2006) E-commerce system simulation for construction and demolition waste exchange. Automation in Construction, 15, 706 – 718.
[18] Cheng, C. B., Chan, Herny C. C., and Lin K. C. (2006). Intelligent agents for e-marketplace: Negotiation with issue trade-offs by fuzzy inference systems. Decision Support Systems, 42(2), 626-838.
[19] Cheng, C. H., Cheng, G. W. and Wang, J. W. (2008). Multi-attribute fuzzy time series method based on fuzzy clustering. Expert Systems with Applications, 34, 1235–1242.
[20] Choi, S. P. M., Liu, J., and Chen, S. P. (2002). A genetic agent-based negotiation system. Computer Networks, 37, 195-204.
[21] Chou, S. W., and Chen, P.Y. (2009). The influence of individual differences on continuance intentions of enterprise resource planning (ERP). Int. J. Human-Computer Studies, 67, 484–496.
[22] Corchado, J. M., Bajo, J., de Paz Y., and Tapia, D. I. (2008). Intelligent environment for monitoring Alzheimer patients, agent technology for health care. Decision Support Systems, 44(2), 382-396.
[23] Crespo, A. H., and Del Bosque Rodríguez I. A. R. (2008). Explaining B2C e-commerce acceptance: An integrative model based on the framework by Gatignon and Robertson. Interacting with Computers, 20, 212–224.
[24] Cronbach, L. J. (1951). The Bender-Gestalt Test: Quantification and Validity for Adults. Journal of Educational Psychology, 42(7), 438-439.
[25] Daniel, E. M., and Grimshaw, D. J. (2002). An exploratory comparison of electronic commerce adoption in large and small enterprises. Journal of Information Technology, 17(3), 133–147.
[26] DeLone, W. H., and McLean, E. R. (1992). Information System Success: The Quest for the Dependent Variable. Information Systems Research, 3, 60-95.
[27] E´their, J., Hadaya, P., Talbot, J., and Cadieux, J. (2006). B2C web site quality and emotions during online shopping episodes: An empirical study. Information Management, 43, 627-639.
[28] Faratin, P., Sierra, C., and Jennings, N. R. (2002). Using similarity criteria to make issue trade-offs in automated negotiations. Artificial Intelligence, 142, 205-237.
[29] Fatima, S. S., Wooldridge, M., and Jennings, N. R. (2004). An agenda-based framework for multi-issue negotiation. Artificial Intelligence, 152, 1–45.
[30] Fernando, L., Nuno, M., Novais, A. Q., and Helder, C. (2000). Towards a generic negotiation model for intentional agents. Proceedings of the 11th International Workshop on Database and Expert Systems Applications, 433–439.
[31] Gregg, D. G., and Walczak, S. (2006). Auction Advisor: an agent-based online-auction decision support system. Decision Support Systems, 41, 449– 471.
[32] Grossman, T. A., Rohleder, T. R., and Silver, E. A. (2000). A negotiation aid for fixed-quantity contracts with stochastic demand and production. Int. J. Production Economics, 66, 67-76.
[33] Helms, M. M., Ahmadi, M., Jih, Kenny W. J., and Ettkin, L. P. (2008). Technologies in support of mass customization strategy: Exploring the linkages between e-commerce and knowledge management. Computers in Industry, 59, 351–363.
[34] Hélou, C., Dssouli, R., and Crainic, T. G. (2002). Performance testing of a negotiation platform. International Journal of Production Economics, 66(1), 2002, 67-76.
[35] Ho, S. C., Kauffman, R. J., and Liang, T. P. (2007). A growth theory perspective on B2C e-commerce growth in Europe: An exploratory study. Electronic Commerce Research and Applications, 6, 237–259.
[36] Hsiao, M. H. (2009). Shopping mode choice: Physical store shopping versus e-shopping. Transportation Research Part E, 45, 86–95
[37] Huang, S. L., and Lin, F. R. (2005). E-marketing & e-businesses: Designing intelligent sales-agent for online selling. Proceedings of the 7th international conference on Electronic commerce ICEC'05.
[38] Huang, S. L., and Lin, F. R. (2007). The design and evaluation of an intelligent sales agent for online persuasion and negotiation. Electronic Commerce Research and Applications, 6, 285–296.
[39] Jian, L., Wang, C., and Yang, Y. X. (2008). An adaptive genetic algorithm and its application in bilateral multi-issue negotiation. The Journal of China Universities of Posts and Telecommunications, 15, 94–97.
[40] Jung, J. J. (2009). Semantic business process integration based on ontology alignment. Expert Systems with Applications, 36, 11013–11020.
[41] Kahramanli, H., and Allahverdi, N. (2009). Extracting rules for classification problems: AIS based approach. Expert Systems with Applications, 36, 10494–10502.
[42] Kaiser, H. F. (1974). An Index of Factorial Simplicity. Psychometrika, 39, 31-36.
[43] Kalakota, R., and Whinston, A. (1997). Electronic Commerce: a Manager's Guide. Addison-Wesley, MA.
[44] Kamins, M. A., and Marks, L. J. (1991). The Perception of Kosher as a Third Party Certification Claim in Advertising for Familiar and Unfamiliar Brands. Journal of the Academy of Marketing Science, 19, 177-185.
[45] Karakoc, E., and Senkul, P. (2009). Composing semantic Web services under constraints. Expert Systems with Applications, 36, 11021–11029.
[46] Kaplan, S. E., and Nieschwietz, R. J. (2003). A Web assurance services model of trust for B2C e-commerce. International Journal of Accounting Information systems, 4, 95-114.
[47] Kim, K. M., Hong, J. H., and Cho, S. B. (2007). A semantic Bayesian network approach to retrieving information with intelligent conversational agents. Information Processing and Management, 43, 225–236
[48] Kung, H. Y, Ku, H. H., Wu, C. I., and Lin, C. Y. (2008). Intelligent and situation-aware pervasive system to support debris-flow disaster prediction and alerting in Taiwan. Journal of Network and Computer Applications, 31(1), 1-18.
[49] Kuo, M. H. (2007). An intelligent agent-based collaborative information security framework. Expert Systems with Applications, 32(2), 585-598.
[50] Kurbel, K., and Loutchko, I. (2005). A model for multi-lateral negotiations on an agent-based job marketplace. Electronic Commerce Research and Applications, 4, 187–203.
[51] Kwon, O. B., and Sadeh, N. (2004). Applying case-based reasoning and multi-agent intelligent system to context-aware comparative shopping. Decision Support Systems, 37, 199– 213.
[52] Kwon S., Yoo B., Kim J., Shang W., and Lee G. (2009). Reservation price reporting mechanisms for online negotiations. Decision Support Systems, 46, 755–762.
[53] Lau, Raymond Y. K. (2007). Towards a web services and intelligent agents-based negotiation system for B2B eCommerce. Electronic Commerce Research and Applications, 6, 260–273.
[54] Laudon, K.C., and Traver, C. G. (2002). E-Commerce: business, technology and society. Addison-Wesley.
[55] Lee, C. S., and Wang, M. H. (2007). Ontology-based intelligent healthcare agent and its application to respiratory waveform recognition. Expert Systems with Applications, 33(3), 606-619.
[56] Lee, W. P. (2004). Towards agent-based decision making in the electronic marketplace: interactive recommendation and automated negotiation. Expert Systems with Applications, 27, 665-679.
[57] Lim, N. (2003). Consumers’ perceived risk: sources versus consequences. Electronic Commerce Research and Applications, 2, 216–228.
[58] Lin, F. R., and Lin, Y. Y. (2006). Integrating multi-agent negotiation to resolve constraints in fulfilling supply chain orders. Electronic Commerce Research and Applications, 5(4), 313-322.
[59] Litzelfelner, P. (2008). Consumer satisfaction with CASAs (Court Appointed Special Advocates). Children and Youth Services Review, 30, 173–186.
[60] Liu, Y., and Jang, Shawn S.C. (2009). Perceptions of Chinese restaurants in the U.S.: What affects customer satisfaction and behavioral intentions? International Journal of Hospitality Management, 28, 338–348.
[61] Louta, M., Roussaki, I., and Pechlivanos, L. (2008). An intelligent agent negotiation strategy in the electronic marketplace environment. European Journal of Operational Research, 187, 1327–1345.
[62] Luo, X., Tu, Y., Tang, J., and Kwong C.K. (2008). Optimizing customer's selection for configurable product in B2C e-commerce application. Computers in Industry, 59, 767–776.
[63] Maes, P. (1994). Agents that reduce work and information overload. Communications of the ACM, 37(7), 31– 40.
[64] Mahenthiran, S., Greenberg P. S., and Greenberg R. H. (1993). The impact of computer-mediated communication on the processes and outcomes of negotiated transfer pricing. Accounting Management and Information Technologies, 3(4), 229-248.
[65] Manzoor, U., and Nefti, S. (2009). An agent based system for activity monitoring on network – ABSAMN. Expert Systems with Applications, 36, 10987–10994.
[66] Moulet, S., and Rouchier, J. (2008). The influence of seller learning and time constraints on sequential bargaining in an artificial perishable goods market. Journal of Economic Dynamics & Control, 32, 2322–2348.
[67] Ngai, E. W. T., and Wat, F. K. T. (2002). A literature review and classification of electronic commerce research. Information Management, 39, 415–429.
[68] Nguyen, T. D., and Jennings, N. R. (2005). Managing commitments in multiple concurrent negotiations. Electronic Commerce Research and Applications, 4(4), 362-376.
[69] Nunnally, J. C. (1978). Psychometric theory (2ed ed.). New York: McGraw Hill.
[70] O’Leary, D. E. (1997). The internet, intranets, and the AI renaissance. Computer, 30(1), 71– 78.
[71] Padgham, L., and Wei, L. (2007). Internet collaboration and service composition as a loose form of teamwork. Journal of Network and Computer Applications, 30(3), 1116-1135.
[72] Palvia, P. (2009). The role of trust in e-commerce relational exchange: A unified model. Information Management, 46, 213–220.
[73] Pendharkar, P. C. (2007). The theory and experiments of designing cooperative intelligent systems. Decision Support Systems, 43(3), 1014-1030.
[74] Qiu, L. Y., and Li, D. (2008). Applying TAM in B2C E-Commerce Research: An Extended Model. Tsinghua Science and Technology, 13(3), 265-272.
[75] Quaddusa, M., and Achjarib, D. (2005). A model for electronic commerce success. Telecommunications Policy, 29, 127–152.
[76] Rau, H., Tsai, M. H., Chen, C. W., and Shiang, W. J. (2006). Learning-based automated negotiation between shipper and forwarder. Computers & Industrial Engineering, 51, 464–481.
[77] Roscoe, J. T. (1975). Fundamental research statistics for the Behavioral sciences. New York: Holt Rinehart and Winston.
[78] Salmeron, J. L., and Hurtado, J. M. (2006). Modelling the reasons to establish B2C in the fashion industry. Technovation, 26, 865–872.
[79] Schetter, T., Campbell, M., and Surka, D. (2003). Multiple agent-based autonomy for satellite constellations. Artificial Intelligence, 145, 147-180.
[80] Shih, D. H., Huang, S. Y., and Yen, D. C. (2005). A new reverse auction agent system for m-commerce using mobile agents. Computer Standards & Interfaces, 27, 383–395.
[81] Shih, H. Y. (2008). Contagion effects of electronic commerce diffusion: Perspective from network analysis of industrial structure. Technological Forecasting and Social Change, 75, 78-90.
[82] Silva, C.A., Sousa, J. M. C., Runkler, T. A., and Sá da Costa, J. M. G. (2009). Distributed supply chain management using ant colony optimization. European Journal of Operational Research, 199, 349–358.
[83] Sim, K. M., and Chan, R. (1999), A brokering protocol for electronic trading. Presented at the Agents in E-Commerce Workshop.
[84] Sliman, L., Biennier, F., and Badr, Y. (2009). A security policy framework for context-aware and user preferences in e-services. Journal of Systems Architecture, 55, 275–288.
[85] Sycara, K., Paolucci, M., Ankolekar, A., and Srinivasan, N. (2003). Automated discovery, interaction and composition of Semantic Web services. Web Semantics: Science, Services and Agents on the World Wide Web, 1(1), 27-46.
[86] Symeonidis, A. L., Chatzidimitriou, K. C., Athanasiadis, I. N., and Mitkas, P. A. (2007). Data mining for agent reasoning: A synergy for training intelligent agents. Engineering Applications of Artificial Intelligence, 20(8), 1097-1111.
[87] Tapeh, A. G., and Rahgozar, M. (2008). A knowledge-based question answering system for B2C eCommerce. Knowledge-Based Systems, 21, 946–950.
[88] Tsao, Y. C. (2009). Retailer’s optimal ordering and discounting policies under advance sales discount and trade credits. Computers and Industrial Engineering, 56, 208–215.
[89] Tweedalea, J., Ichalkaranjeb, N., Sioutisb, C., Jarvisb, B., Consolib, A., and Phillips-Wrenc, G. (2007). Innovations in multi-agent systems. Computer Applications, 30, 1089–1115.
[90] Turban, E., Lee, J., King, D., and Chung, H. M. (1999). Electronic commerce: a managerial perspective. Prentice Hall.
[91] Wang, N., Johnson, W. L., Mayer, R. E., Rizzo, P., Shaw, E., and Collins, H. (2008). The politeness effect: Pedagogical agents and learning outcomes. Int. J. Human-Computer Studies, 66, 98–112.
[92] Wang, Y., Tan, K. L., and Ren, J. (2004). PumaMart: a parallel and autonomous agents based internet marketplace. Electronic Commerce Research and Applications, 3, 294–310.
[93] Weltevreden, Jesse W. J., and Boschma, R. A. (2008). Internet strategies and performance of Dutch retailers. Journal of Retailing and Consumer Services, 15, 163–178.
[94] Wooldridge, M. (1995). Temporal belief logics for modelling distributed artificial intelligence systems, foundations of distributed artificial intelligence. Wiley Interscience, New York.
[95] Wooldridge, M. (2002). An Introduction to Multi-agent Systems. John Wiley & Sons, Chichester, UK.
[96] Xing, L. N., Chen, Y. W., and Yang, K. W. (2009). A novel mutation operator based on the immunity operation. European Journal of Operational Research, 197, 830–833.
[97] Xu, Y., and Qi, H. (2008). Mobile agent migration modeling and design for target tracking in wireless sensor networks. Ad Hoc Networks, 6(1), 1-16.
[98] Zadeh, L. A. (1965). Fuzzy sets. Information and Control, 8, 338-353.
[99] Zaki, O., Brown, K., Fletcher, J., and Lane, D. (2007). Detecting faults in heterogeneous and dynamic systems using DSP and an agent-based architecture. Engineering Applications of Artificial Intelligence, 20(8), 1112-1124.
[100] Zaltman, G., and Burger, P. C. (1975). Marketing Research: Fundamental & Dynamics. International Thomson Publishing, 500-509.
[101] Zhang, J., and Cohen, R. (2008). Evaluating the trustworthiness of advice about seller agents in e-marketplaces: A personalized approach. Electronic Commerce Research and Applications, 7, 330–340.
[102] Zhou, M., Dresner, M., and Windle, R. J. (2008). Online reputation systems: Design and strategic practices. Decision Support Systems, 44, 785–797.
[103] Zhu, Q., Aldridge, S. L., and Resha, T. N. (2007). Hierarchical Collective Agent Network (HCAN) for efficient fusion and management of multiple networked sensors. Information Fusion, 8(3), 266-280.
[104] Zupan, N. (2007). Using cellular automata to simulate electronic commerce receptivity in small organizations. Technological Forecasting and Social Change, 74, 798-818.
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