Turkish Journal of Physiotherapy and Rehabilitation; 32(3) ISSN 2651-4451 | e-ISSN 2651-446X www.turkjphysiotherrehabil.org 787 RESEARCH ON COLLABORATIVE INNOVATION OF E-COMMERCE BUSINESS MODEL FOR COMMERCIAL TRANSACTIONS Dr.P.Lakshmi 1 , Dr.D.StalinDavid 2 , Mr.Hemen I.Kalaria 3 , S.Jayadatta 4 , Dr.Anita Sharma 5 , D.Saravanan 6 1 Associate Professor, Department of Business Administration, Vidyavardhaka College of Engineering, Mysuru, Karnataka, 2 Assistant Professor, Department of CSE, IFET College of Engineering, Villupuram, 3 Assistant Professor, Department of Management, Sunshine Group of Institutions, Rajkot, Gujarat, 4 Assistant Professor, Department of Management Studies, KLE’s IMSR, BVB Campus, Hubli, 5 Associate Professor, Department of Business Administration, Maharaja Surajmal Institute,New Delhi, 6 Associate Professor, Department of CSE, IFET College of Engineering, Villupuram, 1 lakshmip@vvce.ac.in, 2 sdstalindavid707@gmail.com, 3 hemenkalaria@gmail.com 4 jayadattaster@gmail.com, 5 anitasharma@msijanakpuri.com, 6 saranmds@gmail.com ABSTRACT The expression "e-commerce" applies to any kind of commercial activity that allows details to be transmitted over the Cyberspace. By extension, it makes use of the Cyberspace as a means of contact and economic transfers, while often encompassing a variety of commercial practices. Previously, we used a framework focused on deep learning andto enablecollective innovation with an e-commerce website. Security and stability, as well as data confidentiality and safety, are seen as disadvantages to the current system. The proposed FPGA and Convolutional Neural Network (CNN) were used to improve the Collective Innovation of E-Commerce platform and to conveniently communicate with the network. E-commerce is a term that refers to an Internet-based tool that is typically used to facilitate the sharing of Internet-based goods and facilities. E-commerce applies to business communications and profitable transactions that include an conversation of value (e.g., money) between organizations or individuals. The Web trades value through corporate or personal boundaries (such as gold) in return for goods and services used in profitable transactions. Here, the focus is squarely on commerce among digital businesses and personalities. I. INTRODUCTION E-commerce and strong economic growth catalysts are central elements of business strategies and strong economic growth catalysts in a developing global economy. The incorporation of statistics and business communication technology (BCT) has fully changed the interaction between organizations and personalities. E- commerce is a company that utilises software and information technologies to cut prices, efficiently improve efficiency, and encourage more widespread consumer engagement and mutual customization. The Internet and network technology's FPGA (Field Programmable Gate Array), the gap between physical marketplaces and international electronic markets, and the volume of commercial investment are both diminishing. The traditional neural network Strategic Positions, which is the opportunity to find potential markets and, by a basic e-commerce approach, to optimise the human capital required to use their expertise (such as knowledgeable resources) in the light of the worldwide knowledge system and practicality of the new commercial environment. Big e-commerce and wealthy businesses will thrive on a network arena with the right plans and strategies. E-commerce and e- commerce are terms used to describe a variety of operational business practices for goods and facilities. Additionally, the contact between the gatherings of "every commercial deal" would not take place electronically, but rather by actual discussion or direct interaction. E-commerce usually manages all dealings including the buying or selling of products or services, as well as the transfer of ownership or property, through computer- mediated networks that offer access to goods and services through the Cyberspace. The use of a neural network is insufficient to completely comprehend the most recent advances in this newly innovative market phenomena.