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A Mathematical Model With Flexible Negotiation Strategies For Agent Based Negotiations In Dynamic E-Commerce Environments

المصدر: مجلة جامعة الملك سعود - علوم الحاسب والمعلومات
الناشر: جامعة الملك سعود
المؤلف الرئيسي: Haleema, P. K. (Author)
مؤلفين آخرين: Iyengar, N. Ch. S. N. (Co-Author)
المجلد/العدد: مج30, ع4
محكمة: نعم
الدولة: السعودية
التاريخ الميلادي: 2018
الصفحات: 547 - 560
DOI: 10.33948/0584-030-004-010
ISSN: 1319-1578
رقم MD: 974515
نوع المحتوى: بحوث ومقالات
اللغة: الإنجليزية
قواعد المعلومات: science
مواضيع:
كلمات المؤلف المفتاحية:
Software Agent | E-Commerce Negotiation | Bi-Lateral | Multi Lateral | Multi Issue
رابط المحتوى:
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LEADER 02525nam a22002417a 4500
001 1717279
024 |3 10.33948/0584-030-004-010 
041 |a eng 
044 |b السعودية 
100 |9 525717  |a Haleema, P. K.  |e Author 
245 |a A Mathematical Model With Flexible Negotiation Strategies For Agent Based Negotiations In Dynamic E-Commerce Environments 
260 |b جامعة الملك سعود  |c 2018 
300 |a 547 - 560 
336 |a بحوث ومقالات  |b Article 
520 |b  In this paper, a mathematical model with flexible negotiation strategies for agent based negotiations is developed which can be applied suitably in bilateral/multilateral multi-issue negotiation environments. Unlike the existing approaches for offer value computation for the negotiation issues, this model considers not only the reservation values but also the offer values proposed in the preceding negotiation round. This approach for offer value computation enables the traders to reach consensus much quicker than the existing approaches. This model considers the compelling urge of the trader in buying/selling a product based on which the reservation values are adjusted automatically at the end of the negotiation process in order to reach consensus in a deal which is otherwise not possible. The formula devised in this model to determine the concession speed of each negotiation issue handles the dynamicity of the negotiation environment and reflects the importance of each negotiation issue from the traders’ perspective. The effectiveness of the proposed strategies is evaluated using various hypothetical cases representing the real-world negotiation scenarios in an e-commerce environment. The test results show that the proposed negotiation strategies are able to optimize the utility process and also improve the rate of reaching consensus in the negotiation process. 
653 |a تكنولوجيا المعلومات  |a البرمجيات  |a التجارة الإلكترونية 
692 |b Software Agent  |b E-Commerce Negotiation  |b Bi-Lateral  |b  Multi Lateral  |b Multi Issue 
700 |9 525723  |a Iyengar, N. Ch. S. N.  |e Co-Author 
773 |c 010  |e Journal of King Saud University (Computer and Information Sciences)  |f Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat  |l 004  |m مج30, ع4  |o 0584  |s مجلة جامعة الملك سعود - علوم الحاسب والمعلومات  |v 030  |x 1319-1578 
856 |u 0584-030-004-010.pdf 
930 |d y  |p y 
995 |a science 
999 |c 974515  |d 974515 

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