References
- Benbasat, I., and Zmud, R. W. (2003). The identity crisis within the IS discipline: Defining and communicating the discipline's core properties. MIS Quarterly, 27(2), 183-194 https://doi.org/10.2307/30036527
- Borrajo, M. L., Corchado, J. M., Corchado, E. S., Pellicer, M. A., and Bajo, J. (2010). Multi- agent neural business control system. Information Sciences, 180(6), 911-927. https://doi.org/10.1016/j.ins.2009.11.028
- Cao, M., Luo, X., Luo, X. R., and Dai, X. (2015). Automated negotiation for e-commerce decision making: A goal deliberated agent architecture for multi-strategy selection. Decision Support Systems, 73, 1-14. https://doi.org/10.1016/j.dss.2015.02.012
- Chan, C.-K., Chow, H. K., So, S. K., and Chan, H. C. (2012). Agent-based flight planning system for enhancing the competitiveness of the air cargo industry. Expert Systems with Applications, 39(13), 11325-11334. https://doi.org/10.1016/j.eswa.2012.02.031
- Chen, D.-N., Jeng, B., Lee, W.-P., and Chuang, C.-H. (2008). An agent-based model for consumer-to-business electronic commerce. Expert Systems with Applications, 34(1), 469-481. https://doi.org/10.1016/j.eswa.2006.09.020
- Chen, K.-Y., and Chen, C.-J. (2010). Applying multi-agent technique in multi-section flexible manufacturing system. Expert Systems with Applications, 37(11), 7310-7318. https://doi.org/10.1016/j.eswa.2010.04.024
- Chen, L., Dong, H., and Zhou, Y. (2014). A reinforcement learning optimized negotiation method based on mediator agent. Expert Systems with Applications, 41(16), 7630-7640. https://doi.org/10.1016/j.eswa.2014.06.003
- Chen, S., and Weiss, G. (2015). An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Systems with Applications, 42(5), 2287-2304. https://doi.org/10.1016/j.eswa.2014.10.048
- Chow, H. K., Siu, W., Chan, C.-K., and Chan, H. C. (2013). An argumentation-oriented multi-agent system for automating the freight planning process. Expert Systems with Applications, 40(10), 3858-3871. https://doi.org/10.1016/j.eswa.2012.12.042
- 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. https://doi.org/10.1016/j.dss.2007.04.008
- Coria, J. A. G., Castellanos-Garzon, J. A., and Corchado, J. M. (2014). Intelligent business processes composition based on multi-agent systems. Expert Systems with Applications, 41(4), 1189-1205. https://doi.org/10.1016/j.eswa.2013.08.003
- Deoda, R. S. (2015). Management Information Systems and Decision Making Process:(Roles, Review, and Recommendations). Journal of Research in Business, Economics and Management, 1(1), 15-18.
- Dong, C.-S. J., and Srinivasan, A. (2013). Agent-enabled service-oriented decision support systems. Decision Support Systems, 55(1), 364-373. https://doi.org/10.1016/j.dss.2012.05.047
- Ehlert, P. (2001). Intelligent driving agents: The agent approach to tactical driving in autonomous vehicles and traffic simulation. Master's thesis. Delft University of Technology.
- Fang, F., and Wong, T. (2010). Applying hybrid case-based reasoning in agent-based negotiations for supply chain management. Expert Systems with Applications, 37(12), 8322-8332. https://doi.org/10.1016/j.eswa.2010.05.052
- Fasli, M., and Michalakopoulos, M. (2008). e-Game: A platform for developing auction-based market simulations. Decision Support Systems, 44(2), 469-481. https://doi.org/10.1016/j.dss.2007.06.003
- Groves, W., Collins, J., Gini, M., and Ketter, W. (2014). Agent-assisted supply chain management: Analysis and lessons learned. Decision Support Systems, 57, 274-284. https://doi.org/10.1016/j.dss.2013.09.006
- Guo, Q., and Zhang, M. (2009). A novel approach for multi-agent-based intelligent manufacturing system. Information Sciences, 179(18), 3079-3090. https://doi.org/10.1016/j.ins.2009.05.009
- Guttag, J. V. (2013). Introduction to computation and programming using Python. Mit Press.
- Harmon, P. (2003). Business process change: a manager's guide to improving, redesigning, and automating processes. Morgan Kaufmann.
- Hertweck, B. M., Rakes, T. R., and Rees, L. P. (2010). Using an intelligent agent to classify competitor behavior and develop an effective E-market counterstrategy. Expert Systems with Applications, 37(12), 8841-8849. https://doi.org/10.1016/j.eswa.2010.06.013
- Hevner, A. R., and Chatterjee, S. (2010). Design science research in information systems. Design research in information systems (pp. 9-22). Springer.
- Hevner, A. R., March, S. T., Park, J., and Ram, S. (2008). Design science in information systems research. Management Information Systems Quarterly, 28(1), 6.
- Hewitt, C. (1977). Viewing control structures as patterns of passing messages. Artificial Intelligence, 8(3), 323-364. https://doi.org/10.1016/0004-3702(77)90033-9
- Hostler, R. E., Yoon, V. Y., and Guimaraes, T. (2012). Recommendation agent impact on consumer online shopping: The Movie Magic case study. Expert Systems with Applications, 39(3), 2989-2999. https://doi.org/10.1016/j.eswa.2011.08.160
- Hostler, R. E., Yoon, V. Y., Guo, Z., Guimaraes, T., and Forgionne, G. (2011). Assessing the impact of recommender agents on on-line consumer unplanned purchase behavior. Information & Management, 48(8), 336-343. https://doi.org/10.1016/j.im.2011.08.002
- Huang, C.-C., Liang, W.-Y., Lai, Y.-H., and Lin, Y.-C. (2010). The agent-based negotiation process for B2C e-commerce. Expert Systems with Applications, 37(1), 348-359. https://doi.org/10.1016/j.eswa.2009.05.065
- Janca, P. (1995). Pragmatic application of information agents. BIS Strategic Report.
- Jennings, N. R., and Wooldridge, M. (2001). Agent-oriented software engineering. Handbook of agent technology, 18.
- Jennings, N., and Wooldridge, M. (1996). Software agents. IEE Review, 42(1), 17-20. https://doi.org/10.1049/ir:19960101
- Jiang, G., Hu, B., and Wang, Y. (2010). Agent-based simulation of competitive and collaborative mechanisms for mobile service chains. Information Sciences, 180(2), 225-240. https://doi.org/10.1016/j.ins.2009.09.014
- Kim, H. S., and Cho, J. H. (2010). Supply chain formation using agent negotiation. Decision Support Systems, 49(1), 77-90. https://doi.org/10.1016/j.dss.2010.01.004
- Kim, S., Lee, K., Cho, J. K., and Kim, C. O. (2011). Agent-based diffusion model for an automobile market with fuzzy TOPSIS-based product adoption process. Expert Systems with Applications, 38(6), 7270-7276. https://doi.org/10.1016/j.eswa.2010.12.024
- Kim, Y., Choi, B., and Jung, Y. (2018). Individual Differences in Online Privacy Concern. Asia Pacific Journal of Information Systems, 28(4), 274-289. https://doi.org/10.14329/apjis.2018.28.4.274
- Kitio, R., Boissier, O., Hubner, J. F., and Ricci, A. (2008). Organisational artifacts and agents for open multi-agent organisations: giving the power back to the agents. Coordination, Organizations, Institutions, and Norms in Agent Systems III (pp. 171-186). Springer.
- Klugl, F. (2004). Applications of software agents. KI, 18(2), 5-10.
- Kuhn Jr, J. R., Courtney, J. F., Morris, B., and Tatara, E. R. (2010). Agent-based analysis and simulation of the consumer airline market share for Frontier Airlines. Knowledge-Based Systems, 23(8), 875-882. https://doi.org/10.1016/j.knosys.2010.06.002
- Kwon, H. E., Oh, W., and Kim, T. (2017). Platform Structures, Homing Preferences, and Hemophilus Propensities in Online Social Networks. Journal of Management Information Systems, 34(3), 768-802. https://doi.org/10.1080/07421222.2017.1373008
- Lee, K. C., and Kwon, S. (2008). Online shopping recommendation mechanism and its influence on consumer decisions and behaviors: A causal map approach. Expert Systems with Applications, 35(4), 1567-1574. https://doi.org/10.1016/j.eswa.2007.08.109
- Lee, K. C., Lee, H., and Lee, N. (2012). Agent based mobile negotiation for personalized pricing of last minute theatre tickets. Expert Systems with Applications, 39(10), 9255-9263. https://doi.org/10.1016/j.eswa.2012.02.079
- Lee, W.-P. (2007). Deploying personalized mobile services in an agent-based environment. Expert Systems with Applications, 32(4), 1194-1207. https://doi.org/10.1016/j.eswa.2006.02.009
- Lee, Y. E., and Benbasat, I. (2010). Interaction design for mobile product recommendation agents: Supporting users' decisions in retail stores. ACM Transactions on Computer-Human Interaction (TOCHI), 17(4), 17.
- Li, S. (2007). AgentStra: an Internet-based multi-agent intelligent system for strategic decision-making. Expert Systems with Applications, 33(3), 565-571. https://doi.org/10.1016/j.eswa.2006.05.018
- Li, S., and Li, J. Z. (2010). Agents International: Integration of multiple agents, simulation, knowledge bases and fuzzy logic for international marketing decision making. Expert Systems with Applications, 37(3), 2580-2587. https://doi.org/10.1016/j.eswa.2009.08.022
- Lin, C.-C., Chen, S.-C., and Chu, Y.-M. (2011). Automatic price negotiation on the web: An agent-based web application using fuzzy expert system. Expert Systems with Applications, 38(5), 5090-5100. https://doi.org/10.1016/j.eswa.2010.09.142
- Lin, J., and Long, Q. (2011). Development of a multi-agent-based distributed simulation platform for semiconductor manufacturing. Expert Systems with Applications, 38(5), 5231-5239. https://doi.org/10.1016/j.eswa.2010.10.035
- Liu, Q., Sun, S. X., Wang, H., and Zhao, J. (2011). A multi-agent based system for e-procurement exception management. Knowledge-Based Systems, 24(1), 49-57. https://doi.org/10.1016/j.knosys.2010.07.004
- Long, Q. (2014). An agent-based distributed computational experiment framework for virtual supply chain network development. Expert Systems with Applications, 41(9), 4094-4112. https://doi.org/10.1016/j.eswa.2014.01.001
- Long, Q., and Zhang, W. (2014). An integrated framework for agent based inventory -production-transportation modeling and distributed simulation of supply chains. Information Sciences, 277, 567-581. https://doi.org/10.1016/j.ins.2014.02.147
- Louta, M., Roussaki, I., and Pechlivanos, L. (2008). An intelligent agent negotiation strategy in the electronic marketplace environment. European Journal of Operational Research, 187(3), 1327-1345. https://doi.org/10.1016/j.ejor.2006.09.016
- Luck, M., McBurney, P., and Preist, C. (2003). Agent technology: enabling next generation computing (a roadmap for agent based computing). AgentLink.
- Marey, O., Bentahar, J., Dssouli, R., and Mbarki, M. (2014). Measuring and analyzing agents' uncertainty in argumentation-based negotiation dialogue games. Expert systems with applications, 41(2), 306-320. https://doi.org/10.1016/j.eswa.2013.07.005
- Mesenbourg, T. L. (2000). Measuring the Digital Economy. US Bureau of Census.
- Miao, C., Yang, Q., Fang, H., and Goh, A. (2007). A cognitive approach for agent-based personalized recommendation. Knowledge-Based Systems, 20(4), 397-405. https://doi.org/10.1016/j.knosys.2006.06.006
- Mostafa, S. A., Ahmad, M. S., Mustapha, A., and Mohammed, M. A. (2017). A Concise Overview of Software Agent Research, Modeling, and Development. Software Engineering, 5(1), 8-25.
- Neves, A. R. d. M., Carvalho, A. M. G., and Ralha, C. G. (2014). Agent-based architecture for context-aware and personalized event recommendation. Expert Systems with Applications, 41(2), 563-573. https://doi.org/10.1016/j.eswa.2013.07.081
- Ngai, E. W., Xiu, L., and Chau, D. C. (2009). Application of data mining techniques in customer relationship management: A literature review and classification. Expert Systems with Applications, 36(2), 2592-2602. https://doi.org/10.1016/j.eswa.2008.02.021
- Nikolaidou, M. A. R. A., Anagnostopoulos, D., and Tsalgatidou, A. P. H. R. O. D. I. T. E. (2001). Business process modelling and automation in the banking sector: A case study. International Journal of Simulation, 2(2), 65-76.
- Nwana, H. S. (1996). Software agents: An overview. The Knowledge Engineering Review, 11(3), 205-244. https://doi.org/10.1017/S026988890000789X
- Nwana, H. S., and Ndumu, D. T. (1998). A brief introduction to software agent technology Agent technology (pp. 29-47). Springer.
- Park, D. H., Kim, H. K., Choi, I. Y., and Kim, J. K. (2012). A literature review and classification of recommender systems research. Expert Systems with Applications, 39(11), 10059-10072. https://doi.org/10.1016/j.eswa.2012.02.038
- Park, J. S., and Chang, N. S. (2007). New Strategy of Potential-Based Customer Management: A Case of S-Card's ECI Approach. Information Systems Review, 9(2), 129-147.
- Park, J. S., Chang, N. S., and Hwang, Y. S. (2008). Reforming Business Classification Systems of Merchants: A Case of S-Card's Customer Segmentation Strategy. Information Systems Review, 10(3), 89-109.
- Roozmand, O., Ghasem-Aghaee, N., Hofstede, G. J., Nematbakhsh, M. A., Baraani, A., and Verwaart, T. (2011). Agent-based modeling of consumer decision making process based on power distance and personality. Knowledge-Based Systems, 24(7), 1075-1095. https://doi.org/10.1016/j.knosys.2011.05.001
- Schiaffino, S., and Amandi, A. (2009). Building an expert travel agent as a software agent. Expert Systems with Applications, 36(2), 1291-1299. https://doi.org/10.1016/j.eswa.2007.11.032
- Schramm, M. E., Trainor, K. J., Shanker, M., and Hu, M. Y. (2010). An agent-based diffusion model with consumer and brand agents. Decision Support Systems, 50(1), 234-242. https://doi.org/10.1016/j.dss.2010.08.004
- Selker, T. (1994). COACH: a teaching agent that learns. Communications of the ACM, 37(7), 92-99. https://doi.org/10.1145/176789.176799
- Sharp, B., Atkins, A. S., and Kothari, H. (2011). An ontology based multi-agent system to support HABIO outsourcing framework. Expert Systems with Applications, 38(6), 6949-6956. https://doi.org/10.1016/j.eswa.2010.12.020
- Shirazi, M. A., and Soroor, J. (2007). An intelligent agent-based architecture for strategic information system applications. Knowledge-Based Systems, 20(8), 726-735. https://doi.org/10.1016/j.knosys.2006.10.004
- Silver, M. S., Markus, M. L., and Beath, C. M. (1995). The information technology interaction model: A foundation for the MBA core course. MIS quarterly, 361-390.
- Sim, K. M. (2012). Agent-based cloud computing. IEEE Transactions on Services Computing, 5(4), 564-577. https://doi.org/10.1109/TSC.2011.52
- Skylogiannis, T., Antoniou, G., Bassiliades, N., Governatori, G., and Bikakis, A. (2007). DR-NEGOTIATE -A system for automated agent negotiation with defeasible logic-based strategies. Data & Knowledge Engineering, 63(2), 362-380. https://doi.org/10.1016/j.datak.2007.03.004
- Smith, D. C., Cypher, A., and Spohrer, J. (1994). KidSim: programming agents without a programming language. Communications of the ACM, 37(7), 54-67. https://doi.org/10.1145/176789.176795
- Son, I., Lee, D., Lee, G., and Yoo, Y. (2018). The Effect of Cloud-based IT Architecture on IT Exploration and Exploitation: Enabling Role of Modularity and Virtuality. Asia Pacific Journal of Information Systems, 28(4), 240-257. https://doi.org/10.14329/apjis.2018.28.4.240
- Stummer, C., Kiesling, E., Gunther, M., and Vetschera, R. (2015). Innovation diffusion of repeat purchase products in a competitive market: an agent-based simulation approach. European Journal of Operational Research, 245(1), 157-167. https://doi.org/10.1016/j.ejor.2015.03.008
- Suh, J., Park, J., Kim, B., and Rahman, H. A. (2018) How Practitioners Perceive a Ternary Relationship in ER Conceptual Modeling. Asia Pacific Journal of Information Systems, 28(2), 75-92. https://doi.org/10.14329/apjis.2018.28.2.75
- Sun, S. X., Zhao, J., and Wang, H. (2012). An agent-based approach for exception handling in e- procurement management. Expert Systems with Applications, 39(1), 1174-1182. https://doi.org/10.1016/j.eswa.2011.07.121
- Tapia, D. I., Fraile, J. A., Rodriguez, S., Alonso, R. S., and Corchado, J. M. (2013). Integrating hardware agents into an enhanced multi-agent architecture for Ambient Intelligence systems. Information Sciences, 222, 47-65. https://doi.org/10.1016/j.ins.2011.05.002
- Trkman, P. (2010). The critical success factors of business process management. International Journal of Information Management, 30(2), 125-134. https://doi.org/10.1016/j.ijinfomgt.2009.07.003
- Unland, R. (2015). Software Agent Systems. In P. Leitao and S. Karnouskos (Eds.), Industrial Agents: Emerging Applications of Software Agents in Industry (pp. 1-22). Elsevier.
- Vahidov, R., Kersten, G., and Saade, R. (2014). An experimental study of software agent negotiations with humans. Decision Support Systems, 66, 135-145. https://doi.org/10.1016/j.dss.2014.06.009
- Vengattaraman, T., Abiramy, S., Dhavachelvan, P., and Baskaran, R. (2011). An application perspective evaluation of multi-agent system in versatile environments. Expert Systems with Applications, 38(3), 1405-1416. https://doi.org/10.1016/j.eswa.2010.07.047
- Vetschera, R. (2013). Negotiation processes: an integrated perspective. EURO Journal on Decision Processes, 1(1-2), 135-164. https://doi.org/10.1007/s40070-013-0006-5
- Wang, G., Wong, T., and Wang, X. (2014). A hybrid multi-agent negotiation protocol supporting agent mobility in virtual enterprises. Information Sciences, 282, 1-14. https://doi.org/10.1016/j.ins.2014.06.021
- Wang, M., Liu, J., Wang, H., Cheung, W. K., and Xie, X. (2008). On-demand e-supply chain integration: A multi-agent constraint-based approach. Expert Systems with Applications, 34(4), 2683-2692. https://doi.org/10.1016/j.eswa.2007.05.041
- Wang, W., and Benbasat, I. (2008). Attributions of trust in decision support technologies: A study of recommendation agents for e-commerce. Journal of Management Information Systems, 24(4), 249-273. https://doi.org/10.2753/MIS0742-1222240410
- Warkentin, M., Sugumaran, V., and Sainsbury, R. (2012). The role of intelligent agents and data mining in electronic partnership management. Expert Systems with Applications, 39(18), 13277-13288. https://doi.org/10.1016/j.eswa.2012.05.074
- Wu, J., Yuan, S., Ji, S., Zhou, G., Wang, Y., and Wang, Z. (2010). Multi-agent system design and evaluation for collaborative wireless sensor network in large structure health monitoring. Expert Systems with Applications, 37(3), 2028-2036. https://doi.org/10.1016/j.eswa.2009.06.098
- Yang, Y., Singhal, S., and Xu, Y. C. (2009). Offer with choices and accept with delay: a win-win strategy model for agent based automated negotiation. ICIS 2009 Proceedings, 180.
- Yu, C., and Wong, T. (2015). An agent-based negotiation model for supplier selection of multiple products with synergy effect. Expert Systems with Applications, 42(1), 223-237. https://doi.org/10.1016/j.eswa.2014.07.057
- Zmud, R. W. (1997). Remarks from MIS Quarterly editor. MIS Quarterly, 21(2), 261-262.