A dynamic model based on text mining and soft methods to determine the most important key factors of e-business models | ||
| مطالعات مدیریت کسب و کار هوشمند | ||
| Article 2, Volume 12, Issue 46, November 2023, Pages 41-80 PDF (2.15 M) | ||
| Document Type: Research Paper | ||
| DOI: 10.22054/ims.2023.69067.2199 | ||
| Authors | ||
| Mohsen Shafiei Nikabadi* 1; Roya Esmaeilzadeh2; Mina Abfroush3 | ||
| 1Associate Professor، Department of Industrial Management، Faculty of Economics and Management، Semnan University، Semnan، Iran Corresponding Author: shafiei@semnan.ac.ir | ||
| 2MBA student, Semnan University, | ||
| 3Entrepreneurship Management student، Semnan University، Semnan، Iran | ||
| Abstract | ||
| The business model is an important factor in the competitive advantage of companies، and companies need to recreate their business model by changing the business environment due to changes in technology and communication. The current research aims to design a dynamic model based on text mining and soft methods to determine the most important key factors of electronic business models. This research is based on the text mining method and using the system dynamics modeling approach. In order to extract the key factors، the text mining of 779 articles of the last ten years from the world's authoritative databases has been examined. After examining the experts and selecting 17 key factors from among the extracted factors، in order to investigate the causal relationships between the key factors، the DEMATEL technique was used and the DEMATEL matrix was completed by the experts، and finally، the dynamic model of the research was drawn using Vensim software. The most influential causal factor is "Internet of Things" followed by "blockchain and cloud processing"، and the most impressionable disabling factor is "provided value in the business". Also، the most influential factor on all factors was "nature of the media" and the most impressionable factor among the set of factors was "type of used technology". Introduction The business model is an important factor in the competitive advantage of companies، and companies need to recreate their business model by changing the business environment due to changes in technology and communication. The current research aims to design a dynamic model based on text mining and soft methods to determine the most important key factors of electronic business models. This research is based on the text mining method and using the system dynamics modeling approach. In the current research، using dynamic modeling، the key factors of electronic business models have been determined with text mining and other soft methods. Examining the causal relationships between the key factors of e-business models and determining the effect coefficients of each factor on other factors and finally determining the causal/effectual nature of the factors and prioritizing them based on the degree of influence and effectiveness can Consider the innovative aspect of research. 2.Research Question(s) The main question of this research is what are the most important key factors of electronic business models and how do they interact? Literature Review The business model can be considered as a type of architecture for the product، service and information flow، which includes a description of different business agents، their role in this، potential advantages for each of these agents and their sources of income (Roweley، 2002). Electronic business models are a description of work processes that are used in virtual or electronic environments such as the World Wide Web (Botto، 2003). These models are a description of the roles and relationships between customers، consumers، partners and suppliers، which seeks to determine and identify the main flows of products، information and money، and to identify major benefits for shareholders and business participants، and by using It works from the Internet to conduct interactions and create value for customers and other stakeholders (Currie، 2004). According to the literature review، it can be seen that different researchers have presented models in different spatial domains، but no research has been seen that can identify، classify and analyze all the components in different models and identify their interactions. Methodology In order to extract the key factors، the text mining of 779 articles of the last ten years from the world's authoritative databases has been examined. After examining the experts and selecting 17 key factors from among the extracted factors، in order to investigate the causal relationships between the key factors، the DEMATEL technique was used and the DEMATEL matrix was completed by the experts، and finally، the dynamic model of the research was drawn using Vensim software. In this research، to collect articles، integrate and clean the data، we tried to use the reliable global databases of Wiley، Taylor and Francis، Springer، Oxford، Inderscience، IGI Global، Emerald، and Elsevier. In this research، in the first step of collecting articles، merging and cleaning data for articles of the last ten years from the reliable global databases of Wiley، Taylor and Francis، Springer، Oxford، Inscience، IGI Global، Emerald، and Elsevier. Is. At this stage، the following 4 key phrases were searched; "e-business model"، "e-commerce model"، "electronic business model"، "electronic commerce model" In the second step of the research، extraction of frequent words was done in the web portal Voint. Voint Portal is an online program used for text analysis. In the third step of the research، pre-processing، normalization and clustering of frequent words and clustering evaluation were done by Rapidminer software and its output is the classification of data with different topics. In the fourth step، the key words of each cluster were extracted using the experts' opinion، and finally، the key variables of electronic business models were extracted. In the fifth step، a researcher-made questionnaire was created based on the Dimtel technique and among experts in the field of e-business (people with more than ten years of working and executive experience in the field of e-commerce and business and the development of information technology tools، in active companies in this field with master's education and above) was distributed in order to identify the causal relationships between the variables extracted in the previous step. In the sixth step، it is time to present a dynamic model of the studied factors. The dynamic modeling process used in the current research consists of two stages: "modeling cause and effect loops" and "dynamic modeling". Results First part: text mining and clustering. In the first stage of research (text mining)، the results of pre-processing، selection and selection of indicators by experts show 17 factors of "type of business and trade"، "type of value provided in business"، "Type of offered product"، "Type of customer and its features"، "Type of technology used"، "Type of market"، "Online social networks"، "Business platform and website"، "Source and Sourcing"، "Innovation in Business"، "Processes and Knowledge Management in Business"، "Nature of Supply Chain"، "Dimensions of Internet of Things"، "Blockchain and Cloud Processing"، "Competitive environment"، "Information security and privacy"، "The nature of media"، are key factors of electronic business models. The second part: combining techniques to design a dynamic model. In the first part of the second stage of the research (Dimtel technique)، the causal model of the factors، the degree of influence and the coefficients of the influence of each factor on other factors have been studied، which is used as the basis for the design of the dynamic model of the research. In the second part of the second stage of the research (system dynamics)، based on the results of the first stage and then Dimtel، the dynamic model of the key factors of the electronic business model has been designed using Vansim software. Conclusion The most influential causal factor is "Internet of Things" followed by "blockchain and cloud processing"، and the most impressionable disabling factor is "provided value in the business". Also، the most influential factor on all factors was "nature of the media" and the most impressionable factor among the set of factors was "type of used technology ". As mentioned، the factors of "Internet of Things" and "Blockchain/Cloud Processing" are the most important causal factors. Considering the importance of Internet of Things and artificial intelligence and blockchain، which are the main driving forces in the future technology revolution، it is suggested that companies pay attention to these technologies in order to earn quick and lasting income. Also، in the prioritization based on the effect of one factor on the set of factors، "the nature of the media" is in the first place، which is a sign of the important need of business activists for the media. Keywords: E-business model، Text mining، DEMATEL، Voyant، Vensim، Dynamic modeling. | ||
| Keywords | ||
| E-business model; Text mining; DEMATEL; Dynamic modeling | ||
| References | ||
|
ایمان خان، ن. (1397). کسب و کار الکترونیکی و عملکرد بنگاه های نوظهور، مدلسازی اقتصادی، 12(1)، 83-105.
آقاجانی، ح.، شریعتی، ز،. حسینی، ا. (1399). تبیین روند تکاملی و مولفه های موثر بر مدل کسب و کارهای الکترونیکی در استارتاپهای ایرانی. بهبود مدیریت، 14(1)، 127-147.
جلالی، م.، پیوندی، س.، (1397)، بررسی مدل بلاک چین در کسب و کارهای اینترنتی بر اساس اینترنت اشیا، اولین کنفرانس ملی مهندسی برق، کامپیوتر و فناوری ارتباطات، اصفهان.
جودی دمیرچی، م.، اسدی، ع.، علم بیگی، ا. (1400). شناسایی مؤلفههای سازمانی مدل کسب و کار الکترونیکی محصولات باغی از دیدگاه کارشناسان بخش کشاورزی در دشت مغان. علوم ترویج و آموزش کشاورزی، 17(1)، 1-15.
حاجی زاده، م. (1396). شناسایی و اولویت بندی ابعاد و اجزای مدل کسب وکار شرکتهای ارایه دهنده خدمات پرداخت در ایران. هفتمین همایش سالانه بانکداری الکترونیک و نظام های پرداخت. تهران.
حسینی دهشیری، س.ج.، آقایی، م.، تقوی فرد، م. (1397). شناسایی و اولویتبندی عوامل حیاتی کسبوکار . مطالعات مدیریت کسب و کار هوشمند، 7(25)، 119-146.
حکاکی، ا. (1396). ارایه مدلی برای عوامل موثر بر نوآوری باز در شرکتهای تولیدی کوچک و متوسط با رویکرد پویایی سیستمها، پایان نامه کارشناسی ارشد.گروه مدیریت صنعتی. دانشکده اقتصاد، مدیریت و علوم اداری. دانشگاه سمنان.
رشیدی، م.، قیطرانی، ف.، (1399). مدل های کسب و کار و قابلیت های پویا، فصلنامه رویکردهای پژوهشی نوین در مدیریت و حسابداری، 4(34)، 39-59.
رضائی، آ.، ملیحی، ا.، (1398)، مدل های کسب و کار برنامه های اینترنت اشیا، پنجمین همایش بین المللی علوم و تکنولوژی با رویکرد توسعه پایدار، شیراز.
شفیعی نیکابادی، م.، جعفریان، ا. ،(1391) به کارگیری تئوری مطلوبیت چند شاخصه برای ارزیابی عملکرد کسب و کارهای الکترونیک، پژوهشگر (فصلنامه مدیریت)، 9(26)، 57 -68.
شفیعی نیکابادی، م.، حکاکی، ا.، (1396). مدلسازی پویاییهای سیستم و کاربرد آن در مدیریت (سیستم داینامیک)، تهران:سراینده.
صنیعیآباده، محمد، محمودی، سینا، طاهرپرور، محدثه. (1398).داده کاوی کاربردی.تهران: نیاز دانش. چاپ چهارم.
محمدیان، ا.، (1395)، تبیین مولفه های اصلی مدل های کسب و کار الکترونیکی بر اساس رویکرد سیستمی، مدیریت فناوری اطلاعات، 8(1)، 195-214.
نیرومند، پ.، رنجبر، م.، اعرابی، س.م.، حاج صادقی، ب. (1392)، ارائه چارچوبی برای طراحی مدل کسب وکار، مدیریت فناوری اطلاعات، 5(4)، 267-284.
یاوری گهر، ف.، حنفی زاده، پ.،حاجی احمدی فرمهینی، ت.، (1399).مدل کسب و کار گردشگری الکترونیک، مطالعات اجتماعی گردشگری. دوره شماره 15. صفحه 221-248
References
Adiloğlu-Yalçınkaya, L., & Besler, S. (2021). Institutional factors influencing business models: The case of Turkish Airlines. Journal of Air Transport Management, 91,101989. https://doi.org/10.1016/ j.jairtraman.2020.101989
Botto, F. (2003), Dictionary of E-Business (Second Ed.), NY: John Wiley and Sons Ltd.
Brown,A. Tor,B (2021). Voyant Tools Tutorial. www.guides.library.ucsc.edu/DS /Resources/Voyant
Charosi Aggarwal, Chengxiang Jai. (2016). mining Text data, UK: Springer.
Currie, W. (2004), Value Creation from E-Business Model, UK: Butterworth-Heinemann Publication.
Grabowska, Marlena and Etola, Ivana (2021). Business models: innovation, digital transformation and analysis, USA: Auerbach Publications.
Hanafizadeh, P., Shafiei Nikabadi, M., (2011). Framework for selecting an appropriate e‐business model in managerial holding companies: Case study: Iran Khodro. Journal of Enterprise Information Management, 24 (3), pp. 237-267. https://doi.org/10.1108/17410391111122844
Härting, R., Reichstein, C., Laemmle, P., & Sprengel, A. (2019). Potentials of Digital Business Models in the retail industry–Empirical Results from European Experts. Procedia Computer Science, 159, 1053-1062. https://doi.org/10.1016/j.procs.2019.09.274
Hedman, J. and Kalling, T. (2002), IT and Business Models: Concepts and Theories, Sweden: Copenhagen Business School Press.
Kotarba, M. (2018). Digital transformation of business models. Foundations of management, 10 (1), 123-142. https://doi.org/10.2478/fman-2018-0011
Li, M. (2021). Risk Analysis of Transmission Line Patrol Based on DEMATEL Method. CONVERTER, 239-247. https://doi.org/ 10.17762/converter.174.
Liu, J. (2018). Business models based on IoT, AI and blockchain. available at: http://www.diva-portal.org/smash/get/diva2:1246905/ FULLTEXT 01.pdf
Rohn, D., Bican, P. M., Brem, A., Kraus, S., & Clauss, T. (2021). Digital platform-based business models–An exploration of critical success factors. Journal of Engineering and Technology Management, 60, 101625. https://doi.org/10.1016/j.jengtecman.2021.101625
Roweley, J. (2002), E-Business: Principle and Practice, NY: Palgrave.
Wirtz,B.W. (2020). Business Model Management: Design - Process – Instruments.2st ed. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-48017-2_11
Wirtz,B.W. (2021). Digital Business and Electronic Commerce:Strategy, Business Models and Technology. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-63482-7_12
Yuana, R., Prasetio, E. A., Syarief, R., Arkeman, Y., & Suroso, A. I. (2021). System Dynamic and Simulation of Business Model Innovation in Digital Companies: An Open Innovation Approach. Journal of Open Innovation: Technology, Market, and Complexity, 7 (4), 219. https://doi.org/10.3390/joitmc7040219
References [in Persian]
Aghajani, Hassan Ali, Shariati, Zeinat, Hosseini, Abolhassan. (2020) Explaining the development process and technical components on the electronic business model in Iranian startups, improving management, period 141 (consecutive 47) 127-147 pages. https://doi.org/10.1504/ijbir.2021.10042820 [in Persian]
Hajizadeh, Morteza. (2016). Identifying and prioritizing the dimensions and components of the business model of companies providing payment services in Iran. The 7th Annual Conference on Electronic Banking and Payment Systems, Tehran, Milad Tower International Conference Center. [in Persian]
Hakaki, Amir (2016). Presenting a model for factors affecting open innovation in small and medium-sized manufacturing companies with systems dynamics approach, Master's thesis. Department of Industrial Management. Faculty of Economics, Management and Administrative Sciences. Semnan University. https://doi.org/10.4018/ijsda. 2018010101 [in Persian]
Hosseini Dahshiri, Seyyed Jalaluddin, Aghaei, Mojtabi, Tagvifard, Mohammad Taghi. (2017). Identifying and prioritizing the critical factors of e-business based on the best-worst method. Smart Business Management Studies, Volume 7, Number 25, Pages 119-146. https://doi.org/10.22054/ims.2018.9742 [in Persian]
Iman Khan, Nilofar (2018). E-commerce and the performance of emerging companies, Economic Modeling, Volume 12, Number 1, Page 83-10. [in Persian]
Jalali, Maryam and Sodehdi, (2017), review of the blockchain model in internet businesses based on the Internet of Things, the first national conference of electrical engineering, computer and communication technology, Isfahan. [in Persian]
Jodi Demirchi, Milad, Asadi, Ali, Alam Beigi, Amir. (2021). Identifying the organizational components of the electronic business model of garden products from the perspective of experts in the agricultural sector in Moghan Plain. Extension Sciences and Agricultural Education. Term 17. Number 1.https://doi.org/ 10.22034/IAEEJ.2021.240418.1545. [in Persian]
Mohammadian, Ayoub (2015), explanation of the main components of electronic business models based on a systemic approach, volume 8, number 1, page 195-214. [in Persian]
Mosleh Shirazi, Ali Naghi, Alamdar Yuli, Farshad, (2017). Identifying, introducing and investigating various business models and extracting the most important factors of these models using the quantitative content analysis-review approach (study period: 1990 to 2017), Management Research in Iran, Volume 22, Number 4 Page 177-202. https://doi.org/ 20.1001.1.2322200.1397.22.4.8.3 [in Persian]
Niromand, Pourandakht, Ranjbar, Mahbobeh, Arabi, Seyed Mohammad, Haj Sadeghi, Behnaz (2012), Presenting a framework for designing a business model, Information Technology Management, Volume 5, Number 4, Pages 267-284. [in Persian]
Rashidi, Mahbubeh, Ghaitrani, Fatemeh. (2019). Business models and dynamic capabilities, Quarterly Journal of New Research Approaches in Management and Accounting, Volume 4, Number 34, Pages 39-59. [in Persian]
Rezaei, Aida and Malehi, Ehsan, (2018), business models of Internet of Things applications, the 5th international science and technology conference with a sustainable development approach, Shiraz. [in Persian]
Saniiabadeh, Mohammad, Mahmoudi, Sina, Tahirparvar, Mohhaddeh. (2018). Applied data mining. Second edition. Tehran: Niaz Danesh. Fourth edition. [in Persian]
Shafiei Nikabadi, Mohsen, Hakaki, Amir, (2016). Modeling system dynamics and its application in management (System Dynamics), Tehran: Saraindeh. [in Persian]
Shafiei Nikabadi, Mohsen and Jafarian, Ahmad. (2017). Using multi-criteria utility theory to evaluate the performance of electronic businesses, Researcher (Management Quarterly), Volume 9, Number 26, Pages 57-68. [in Persian]
Yavari Gohar Fatemeh, Hanafizadeh Payam, Haji Ahmadi Fermahini Taraneh, (2019). Electronic tourism business model, social studies of tourism. Volume No. 15. Page 221-248. [in Persiv
ایمان خان، ن. (1397). کسب و کار الکترونیکی و عملکرد بنگاه های نوظهور، مدلسازی اقتصادی، 12(1)، 83-105.
آقاجانی، ح.، شریعتی، ز،. حسینی، ا. (1399). تبیین روند تکاملی و مولفه های موثر بر مدل کسب و کارهای الکترونیکی در استارتاپهای ایرانی. بهبود مدیریت، 14(1)، 127-147.
جلالی، م.، پیوندی، س.، (1397)، بررسی مدل بلاک چین در کسب و کارهای اینترنتی بر اساس اینترنت اشیا، اولین کنفرانس ملی مهندسی برق، کامپیوتر و فناوری ارتباطات، اصفهان.
جودی دمیرچی، م.، اسدی، ع.، علم بیگی، ا. (1400). شناسایی مؤلفههای سازمانی مدل کسب و کار الکترونیکی محصولات باغی از دیدگاه کارشناسان بخش کشاورزی در دشت مغان. علوم ترویج و آموزش کشاورزی، 17(1)، 1-15.
حاجی زاده، م. (1396). شناسایی و اولویت بندی ابعاد و اجزای مدل کسب وکار شرکتهای ارایه دهنده خدمات پرداخت در ایران. هفتمین همایش سالانه بانکداری الکترونیک و نظام های پرداخت. تهران.
حسینی دهشیری، س.ج.، آقایی، م.، تقوی فرد، م. (1397). شناسایی و اولویتبندی عوامل حیاتی کسبوکار . مطالعات مدیریت کسب و کار هوشمند، 7(25)، 119-146.
حکاکی، ا. (1396). ارایه مدلی برای عوامل موثر بر نوآوری باز در شرکتهای تولیدی کوچک و متوسط با رویکرد پویایی سیستمها، پایان نامه کارشناسی ارشد.گروه مدیریت صنعتی. دانشکده اقتصاد، مدیریت و علوم اداری. دانشگاه سمنان.
رشیدی، م.، قیطرانی، ف.، (1399). مدل های کسب و کار و قابلیت های پویا، فصلنامه رویکردهای پژوهشی نوین در مدیریت و حسابداری، 4(34)، 39-59.
رضائی، آ.، ملیحی، ا.، (1398)، مدل های کسب و کار برنامه های اینترنت اشیا، پنجمین همایش بین المللی علوم و تکنولوژی با رویکرد توسعه پایدار، شیراز.
شفیعی نیکابادی، م.، جعفریان، ا. ،(1391) به کارگیری تئوری مطلوبیت چند شاخصه برای ارزیابی عملکرد کسب و کارهای الکترونیک، پژوهشگر (فصلنامه مدیریت)، 9(26)، 57 -68.
شفیعی نیکابادی، م.، حکاکی، ا.، (1396). مدلسازی پویاییهای سیستم و کاربرد آن در مدیریت (سیستم داینامیک)، تهران:سراینده.
صنیعیآباده، محمد، محمودی، سینا، طاهرپرور، محدثه. (1398).داده کاوی کاربردی.تهران: نیاز دانش. چاپ چهارم.
محمدیان، ا.، (1395)، تبیین مولفه های اصلی مدل های کسب و کار الکترونیکی بر اساس رویکرد سیستمی، مدیریت فناوری اطلاعات، 8(1)، 195-214.
نیرومند، پ.، رنجبر، م.، اعرابی، س.م.، حاج صادقی، ب. (1392)، ارائه چارچوبی برای طراحی مدل کسب وکار، مدیریت فناوری اطلاعات، 5(4)، 267-284.
یاوری گهر، ف.، حنفی زاده، پ.،حاجی احمدی فرمهینی، ت.، (1399).مدل کسب و کار گردشگری الکترونیک، مطالعات اجتماعی گردشگری. دوره شماره 15. صفحه 221-248
References
Adiloğlu-Yalçınkaya, L., & Besler, S. (2021). Institutional factors influencing business models: The case of Turkish Airlines. Journal of Air Transport Management, 91,101989. https://doi.org/10.1016/ j.jairtraman.2020.101989
Botto, F. (2003), Dictionary of E-Business (Second Ed.), NY: John Wiley and Sons Ltd.
Brown,A. Tor,B (2021). Voyant Tools Tutorial. www.guides.library.ucsc.edu/DS /Resources/Voyant
Charosi Aggarwal, Chengxiang Jai. (2016). mining Text data, UK: Springer.
Currie, W. (2004), Value Creation from E-Business Model, UK: Butterworth-Heinemann Publication.
Grabowska, Marlena and Etola, Ivana (2021). Business models: innovation, digital transformation and analysis, USA: Auerbach Publications.
Hanafizadeh, P., Shafiei Nikabadi, M., (2011). Framework for selecting an appropriate e‐business model in managerial holding companies: Case study: Iran Khodro. Journal of Enterprise Information Management, 24 (3), pp. 237-267. https://doi.org/10.1108/17410391111122844
Härting, R., Reichstein, C., Laemmle, P., & Sprengel, A. (2019). Potentials of Digital Business Models in the retail industry–Empirical Results from European Experts. Procedia Computer Science, 159, 1053-1062. https://doi.org/10.1016/j.procs.2019.09.274
Hedman, J. and Kalling, T. (2002), IT and Business Models: Concepts and Theories, Sweden: Copenhagen Business School Press.
Kotarba, M. (2018). Digital transformation of business models. Foundations of management, 10 (1), 123-142. https://doi.org/10.2478/fman-2018-0011
Li, M. (2021). Risk Analysis of Transmission Line Patrol Based on DEMATEL Method. CONVERTER, 239-247. https://doi.org/ 10.17762/converter.174.
Liu, J. (2018). Business models based on IoT, AI and blockchain. available at: http://www.diva-portal.org/smash/get/diva2:1246905/ FULLTEXT 01.pdf
Rohn, D., Bican, P. M., Brem, A., Kraus, S., & Clauss, T. (2021). Digital platform-based business models–An exploration of critical success factors. Journal of Engineering and Technology Management, 60, 101625. https://doi.org/10.1016/j.jengtecman.2021.101625
Roweley, J. (2002), E-Business: Principle and Practice, NY: Palgrave.
Wirtz,B.W. (2020). Business Model Management: Design - Process – Instruments.2st ed. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-48017-2_11
Wirtz,B.W. (2021). Digital Business and Electronic Commerce:Strategy, Business Models and Technology. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-63482-7_12
Yuana, R., Prasetio, E. A., Syarief, R., Arkeman, Y., & Suroso, A. I. (2021). System Dynamic and Simulation of Business Model Innovation in Digital Companies: An Open Innovation Approach. Journal of Open Innovation: Technology, Market, and Complexity, 7 (4), 219. https://doi.org/10.3390/joitmc7040219
References [in Persian]
Aghajani, Hassan Ali, Shariati, Zeinat, Hosseini, Abolhassan. (2020) Explaining the development process and technical components on the electronic business model in Iranian startups, improving management, period 141 (consecutive 47) 127-147 pages. https://doi.org/10.1504/ijbir.2021.10042820 [in Persian]
Hajizadeh, Morteza. (2016). Identifying and prioritizing the dimensions and components of the business model of companies providing payment services in Iran. The 7th Annual Conference on Electronic Banking and Payment Systems, Tehran, Milad Tower International Conference Center. [in Persian]
Hakaki, Amir (2016). Presenting a model for factors affecting open innovation in small and medium-sized manufacturing companies with systems dynamics approach, Master's thesis. Department of Industrial Management. Faculty of Economics, Management and Administrative Sciences. Semnan University. https://doi.org/10.4018/ijsda. 2018010101 [in Persian]
Hosseini Dahshiri, Seyyed Jalaluddin, Aghaei, Mojtabi, Tagvifard, Mohammad Taghi. (2017). Identifying and prioritizing the critical factors of e-business based on the best-worst method. Smart Business Management Studies, Volume 7, Number 25, Pages 119-146. https://doi.org/10.22054/ims.2018.9742 [in Persian]
Iman Khan, Nilofar (2018). E-commerce and the performance of emerging companies, Economic Modeling, Volume 12, Number 1, Page 83-10. [in Persian]
Jalali, Maryam and Sodehdi, (2017), review of the blockchain model in internet businesses based on the Internet of Things, the first national conference of electrical engineering, computer and communication technology, Isfahan. [in Persian]
Jodi Demirchi, Milad, Asadi, Ali, Alam Beigi, Amir. (2021). Identifying the organizational components of the electronic business model of garden products from the perspective of experts in the agricultural sector in Moghan Plain. Extension Sciences and Agricultural Education. Term 17. Number 1.https://doi.org/ 10.22034/IAEEJ.2021.240418.1545. [in Persian]
Mohammadian, Ayoub (2015), explanation of the main components of electronic business models based on a systemic approach, volume 8, number 1, page 195-214. [in Persian]
Mosleh Shirazi, Ali Naghi, Alamdar Yuli, Farshad, (2017). Identifying, introducing and investigating various business models and extracting the most important factors of these models using the quantitative content analysis-review approach (study period: 1990 to 2017), Management Research in Iran, Volume 22, Number 4 Page 177-202. https://doi.org/ 20.1001.1.2322200.1397.22.4.8.3 [in Persian]
Niromand, Pourandakht, Ranjbar, Mahbobeh, Arabi, Seyed Mohammad, Haj Sadeghi, Behnaz (2012), Presenting a framework for designing a business model, Information Technology Management, Volume 5, Number 4, Pages 267-284. [in Persian]
Rashidi, Mahbubeh, Ghaitrani, Fatemeh. (2019). Business models and dynamic capabilities, Quarterly Journal of New Research Approaches in Management and Accounting, Volume 4, Number 34, Pages 39-59. [in Persian]
Rezaei, Aida and Malehi, Ehsan, (2018), business models of Internet of Things applications, the 5th international science and technology conference with a sustainable development approach, Shiraz. [in Persian]
Saniiabadeh, Mohammad, Mahmoudi, Sina, Tahirparvar, Mohhaddeh. (2018). Applied data mining. Second edition. Tehran: Niaz Danesh. Fourth edition. [in Persian]
Shafiei Nikabadi, Mohsen, Hakaki, Amir, (2016). Modeling system dynamics and its application in management (System Dynamics), Tehran: Saraindeh. [in Persian]
Shafiei Nikabadi, Mohsen and Jafarian, Ahmad. (2017). Using multi-criteria utility theory to evaluate the performance of electronic businesses, Researcher (Management Quarterly), Volume 9, Number 26, Pages 57-68. [in Persian]
Yavari Gohar Fatemeh, Hanafizadeh Payam, Haji Ahmadi Fermahini Taraneh, (2019). Electronic tourism business model, social studies of tourism. Volume No. 15. Page 221-248. [in Persi | ||
|
Statistics Article View: 550 PDF Download: 462 |
||