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دکتر ندا عبدالوند، عضو هیات علمی دانشگاه الزهرا

1- Business Analytics and Machine Learning
2- Intelligent Systems
3- e-Business and Business Platforms
4- IS Strategy and Management
5- Customer Relationship Management (CRM)
6- Business Process Management

 

1- Business Analytics and Machine Learning

Published

  • Mirfakhraei, S., Abdolvand, N., & Rajaei Harandi, S. (2023). The RFMRv Model for Customer Segmentation Based on the Referral Value. Interdisciplinary Journal of Management Studies (Formerly known as Iranian Journal of Management Studies), x(x). doi: [10.22059/ijms.2023.329229.674722]. (link)
  • Arjmand, M., Abdolvand, N., & Harandi, S. R. (2023). The Impact of Customer Clubs on Lifetime Value of Banking Customers. International Journal of Electronic Customer Relationship Management, 14(1), 42-60. doi: [10.1108/IJECRM-07-2022-0117]. (link)
  • Mohazzab, A., Khavanin Zadeh, M., Dehesh, P., Abdolvand, N., Rahimi, Z., & Rahmani, S. (2022). Investigation of Risk Factors for Tunneled Hemodialysis Catheters Dysfunction: Competing Risk Analysis of a Tertiary Center Data. BMC Nephrology, 23(1), 300. doi: [10.1186/s12882-022-02768-4]. (link)
  • Sheykh Abbasi, B., Abdolvand, N., & Rajaee Harandi, S. (2022). Predicting Customers’ Behavior Using Web-Content Mining and Web-Usage Mining. International Journal of Information Science and Management (IJISM), 20(3), 141-163. doi: [10.2478/ijism-2022-0015]. (link)
  • Monfared, S., Abdolvand, N., Mirtorabi, M. T., & Rajaee Harandi, S. (2022). Machine Learning Method for Predicting the Merge and Morphology of Galaxies through Near-Infrared Spectroscopy. Iranian Journal of Astronomy and Astrophysics, 9(1), 19-30. doi: [10.22128/ijaa-2022-009]. (link)
  • Mahavarpour, N., Hosseinzadeh Shahri, M., Abdolvand, N., & Babaei Zakilaki, M. A. (2022). Rules Governing the Behavioral Intention of Instagram Users to Participate in Marketing Crowdsourcing Contests based on the Ruff Set Theory Approach. Consumer Behavior Studies Journal, 8(4), 132-159. (link)
  • Hosseini, M., Abdolvand, N., Harandi, S.R. (2022). Two-dimensional Analysis of Customer Behavior in Traditional and Electronic Banking. Digital Business, 100030 (2022). doi: [10.1016/j.digbus.2022.100040]. (link)
  • Azizi, Z., Abdolvand, N., Asl, H.G., & Harandi, S.R.(2021). The Impact of Persian News on Stock Returns through Text Mining Techniques.Iranian Journal of Management Studies, 14(4), 799-816. (link)
  • Yekrangi, M., & Abdolvand, N. (2021). Financial Markets Sentiment Analysis: Developing a Specialized Lexicon. Journal of Intelligent Information Systems, 57, 127-146. (link)
  • Rahimi, Z., Abdolvand, N., Sepehri, M. M., & Khavanin Zadeh, M. (2021). The association of vitamin-D level with catheter-related-thrombosis in hemodialysis patients: A data mining model. The Journal of Vascular Access, 11297298211001157. https://doi.org/10.1177/11297298211001157 (link)
  • Sharifian, M., Abdolvand, N., & Harandi, S. R. (2020). Context-Based Expert Finding in Online Communities Using Ant Colony Algorithm. Information Systems & Telecommunication, 8(2), 130. (link)
  • Hassanpour, B., Abdolvand, N., & Rajaee Harandi, S. (2020). Improving Accuracy of Recommender Systems using Social Network Information and Longitudinal Data. Journal of AI and Data Mining, 8(3), 379-389. (link)
  • Fatemian, A. S., Abdolvand, N., Salimzadeh, H., & Delavari, A. (2019). Predictive Factors of Advanced Colonic Adenomas and Cancer Using Data Mining. Middle East journal of digestive diseases, 11(4), 192–198. https://doi.org/10.15171/mejdd.2019.148 (link)
  • Damavandi, H., Abdolvand, N., & Karimipour, F. (2019). Utilizing Location-Based Social Network Data for Optimal Retail Store Placement. Earth Observation and Geomatics Engineering, 3(2), 77-91. (link)
  • Roustakiani, A., Abdolvand, N., & Harandi, S. R. (2018). An Improved Sentiment Analysis Algorithm Based on Appraisal Theory and Fuzzy Logic. Information Systems & Telecommunication, 6(2), 88. (link)
  • Jalaly, S., Abdolvand, N., & Rajaee Harandi, S. (2018). Customer Behavior Analysis using Web Usage Mining. New Marketing Research Journal, 8(2), 69-86. (Persian). (link)
  • Haghighatnia, S., Abdolvand, N., & Rajaee Harandi, S. (2018). Evaluating Discounts as A Dimension of Customer Behavior Analysis. Journal of Marketing Communications, 24(4), 321-336. doi: 10.1080/13527266.2016.1273246. (link)
  • Beygi, S. A. K., & Abdolvand, N. (2017). Stock Price Prediction Modeling Using Artificial Neural Network Approach and Imperialist Competitive Algorithm Based on Chaos Theory. Journal of Financial Management Strategy, 5(18), 27-44. (Persian) (link)
  • Qadaki Moghaddam, S., Abdolvand, N., & Rajaee Harandi, S. (2017). A RFMV Model and Customer Segmentation Based on Variety of Products. Journal of Information Systems and Telecommunication (JIST), 3(19), 155-166. (link)
  • Rashed, F. E., & Abdolvand, N. (2017). A Supervised Method for Constructing Sentiment Lexicon in Persian. Journal of Computer & Robotics, 10(1), 11-19. (link)
  • Mastoory, Y., Rajaee Harandi, S., & Abdolvand, N. (2016). The Effects of Communication Networks on Students’ Academic Performance: The Synthetic Approach of Social Network Analysis and Data Mining for Education. International Journal on Integrating Technology in Education, 5(4), 23-34. (link)
  • Abdolvand, N., Albadvi, A., & Aghdasi, M. (2015). Performance Management Using a Value-Based Customer-Centered Model. International Journal of Production Research, 53(18), 5472-5483. doi: 10.1080/00207543.2015.1026439. (link)
  • Abdolvand, N., & Albadvi, A. (2012). A Holistic Model Based on CLV for Performance Management in Service Industry. Iranian Journal of Trade Studies, 16(64), 43-90. (Persian) (link)

Conferences & Chapter Books:

  • Boubehreje, Atena; Abdolvand, Neda; and Sojodishijani, Omid, “RFL-Based Customer Segmentation Using K-Means Algorithm” (2022). ICEB 2022 Proceedings (Bangkok, Thailand). 39. (link)
  • Abdolvand, N., Rahimi, Z., & Rajaee Harandi, S. (2019). A Model for Improving Recommender Systems Based on the Similarity of Users. In 2019 15th Iran International Industrial Engineering Conference (IIIEC) (pp. 121-126). doi: 10.1109/IIIEC.2019.8720643. (link)
  • Faridizadeh, S., Abdolvand, N., & Rajaee Harandi, S. (2018). Market Basket Analysis Using Community Detection Approach: A Real Case. In Applications of Data Management and Analysis: Case Studies in Social Networks and Beyond (pp. 177-198). (link)

Ongoing Research

  • Improving the Cross-Domain Classification of Short Text Using the Deep Transfer Learning Framework (Accepted paper)
  • Developing Recommender Systems and Retail Data Analysis Using Network Analysis Approach (Submitted)
  • Sustainable Development and Corporate Profitability: Data Mining Approach (Submitted)
  • Investigating the Effect of Sustainability Components on Stock Exchanges with Data Mining Approach (Submitted)
  • Business Sustainability Performance Transformation and Economic Performance: Data Mining Approach (Submitted)
  • Predicting the Success of Mobile Applications Using Deep Learning Methods, A Case Study of “Cafe Bazar”
  • Social Network Analysis to Assess the Social Awareness Of The Environmental Crisis
  • Analyzing the Effect of Gamification on Customers Migration Between Clusters Using Markov Chain Analysis

Intelligent Systems

Published

  • Bahrami, M., Abdolvand, N., & Rajaee Harandi, S. (2021). Developing a Solution for Intelligent Urban Transportation Management Using the Internet of Things. Scientia Iranica, 28(2), 709-720. (link)
  • Abdolvand, N., & Kurnia, S. (2005). The EPC Technology Implications on Cross-Docking. In Proceedings of the San Diego International Systems Conference. (link)

Ongoing research

  • A Business Model for Smart Home Providers (submitted paper)
  • Providing an IOT-Based Solution to Improve Plant Maintenance in an Intelligent Greenhouse
  • Proposing a Novel IOT Based Solution for Detecting Forest Fire

 

e-Business and Platform Business

Published

  • Bordbar, A., Abdolvand, N., Ghanbartehrani, N., & Rajaee Harandi, S. (2019). Developing a Business Model for Social Commerce in Tourism Industry in Iran. Journal of Business Management, 11(4), 895-918. (Persian) (link)
  • Biucky, S. T., & Harandi, S. R. (2017). The Effects of Perceived Risk on Social Commerce Adoption Based on TAM Model. International Journal of Electronic Commerce Studies, 8(2), 173-196. (link)
  • Abdolvand, N., Moaghadam Charkari, N., & Mohammadi, R. (2006). A Technical Model for Improving Customer Loyalty With M-Commerce: Mobile Service Providers. International Journal on Computer Science and Information System, 1(2), 50-62. (link)

Conferences & Chapter Books:

  • A Framework for Digital Transformation in the Banking Industry of Iran (Presented at MCIS & MENACIS 2023 and will be published in AISeL)
  • The Impact of Platform Businesses on Sustainable Development (Accepted to Publish in Special Issue)
  • Megerdichian, N., Abdolvand, N., & Harandi, S. R. (2021). The Effect of Blockchain on Customer-To-Customer Electronic Commerce. ICEB 2021 Proceedings (Nanjing, China), 15. (link)
  • Platform Economy and Its Implications for Workers (Accepted Chapter Book)
  • Platform Economy Implications for Sustainability: Good, Bad, Unknown (Accepted Chapter Book)

Ongoing Research:

  • Providing a Solution Based on the Internet of Things and Platform Business to Improve Dates and Olive Supply Chain

IS Strategy and Management

Published

  • Mardan, F., Abdolvand, N., & Harandi, S. R. (2023). The Effect of IT Flexibility and IT Governance on Business-IT Strategic Alignment. International Journal of Business and Systems Research, 17(3), 251-265. (link).
  • Farshadi, R., Nazemi, E., & Abdolvand, N. (2022). A Framework for Ranking Critical Success Factors of Business Intelligence Based on Enterprise Architecture and Maturity Model. Interdisciplinary Journal of Information, Knowledge, and Management, 17, 543-575. (link)
  • Forootani, S., Abdolvand, N., & Harandi, S. R. (2022). Factors Affecting the Adoption of Cloud-Based CRM in Small and Medium Enterprises. International Journal of Services Technology and Management, 28(1-2), 120-140. (link)
  • Pashutan, M., Abdolvand, N., & Harandi, S. R. (2022). The Impact of IT Resources and Strategic Alignment on Organizational Performance: The Moderating Role of Environmental Uncertainty. Digital Business, 2(2), 100026. https://doi.org/10.1016/j.digbus.2022.100026. (link)
  • Ghalami, A., Abdolvand, N., & Rajaee Harandi, S. (2021). Investigating and Ranking Factors Affecting Sustainable Development with Application of Information Systems. Management Research in Iran, 22(1), 187-217. (Persian) (link)
  • Nazari Salari, L., Khadivar, A., & Abdolvand, N. (2016). A model for analyzing the barriers of using Business Intelligence (BI) in the tourism industry of Iran, a mixed method approach. Modern Research in Decision Making, 1(1), 79-102. (Persian) (link)
  • Tarani, D., Abdolvand, N., & Harandi, S. R. (2021). A Survey on Adoption Factors of Cloud-Based Enterprise Systems and Their Differences in Iranian SMEs. International Journal of Business Information Systems, 36(2), 165-189. (link)
  • Marashi, M., & Abdolvand, N. (2020). A Proposed Model for Achieving Cloud Computing Strategic Alignment Using a Mixed Method Approach: Cloud Service Providers. International Journal of Business Information Systems, 35(3), 378-400. (link)
  • Alavi, S. N., Abdolvand, N., & Harandi, S. R. (2020). A Model for Studying the Value of the Inter-Organisational Information Systems’ Implementation-Case Study: Tourism Industry. International Journal of Networking and Virtual Organisations, 23(2), 149-170. (link)
  • Rajaee Harandi, S., & Abdolvand, N. (2018). Investigating the Effect of Online and Offline Workplace Communication Networks on Employees’ Job Performance: Considering the Role of Culture. Journal of Global Information Technology Management, 21(1), 26-44. (link)
  • Tafti, F. F., Abdolvand, N., & Harandi, S. R. (2019). A Strategic Alignment Model for Collaborative Open Innovation Networks. International Journal of Business Innovation and Research, 19(1), 1-28. (link)
  • Hejazi, A., Abdolvand, N., & Harandi, S. R. (2017). Assessing the Importance of Data Factors of Data Quality Model in the Business Intelligence Area. International Journal of Trade, Economics and Finance, 8(2), 102-108. (link)
  • Rahimi, Z., & Abdolvand, N. (2016). Identifying and Ranking the Effective Factors on Successful Implementation of Social Commerce in Iran, Using AHP Fuzzy. Journal of Information Technology Management, 8(2), 295-314. (Persian) (link)
  • Abdolvand, N. & Boubehrezh, A., (2016). A Systematic Approach to the Challenge of Data Quality in Customer-Centric Strategy in Banking Industry. New Marketing Research Journal, 6, 177-196. (Persian) (link)
  • Abdolvand, N., & Sepehri, M. M. (2016). Antecedents of strategic information systems alignment in Iran. Journal of Global Information Technology Management, 19(2), 80-103. (link)
  • Faraji, Z, & Abdolvand, N. (2016). Effects of human factor on the success of Information technology outsourcing. arXiv e-prints, arXiv-1603. (link)
  • Abdolvand, N., & Rajaee Harandi, S. (2016). Assessing the organizational readiness for implementing BI systems. International Journal of Information Technology Convergence and Services (IJITCS). 6 (1), 13-22. (link)
  • Shahidi, S., Abdolvand, N., & Harandi, S. R. (2015). Assessing the organizational readiness for implementing knowledge management in organizations. International Journal of Information Technology Convergence and Services, 5(6), 11-23. (link)
  • Ghaffari, K., Delgosha, M. S., & Abdolvand, N. (2014). Towards Cloud Computing: A SWOT Analysis on Its Adoption in SMEs. International Journal of Information Technology Convergence and Services, 4(2), 13. (link)
  • Abdolvand, N., & Tatani, D. (2014). Comprehensive investigation on Cloud-ERP Adoption Factors of SMEs in Iran. Iranian Journal of Management Sciences, 9(34), 81-104. (Persian) (link)
  • Abdolvand, N., Sepehri, M. M., & Baradaran, V. (2013). Development Model of Strategic Alignment of Business and Information Technology. Journal of Strategic Management Studies, 4(14), 125-143. (link)

Ongoing Studies

  • The Importance of Data at Different Business Intelligence Maturity Levels (Submited)

CRM

Published

  • Abdolvand, N., Baradaran, V., & Albadvi, A. (2015). Activity–Level as a Link Between Customer Retention and Consumer Lifetime Value. Iranian Journal of Management Studies (IJMS), 8(4), 567-587. (link)
  • Abdolvand, N., Albadvi, A., & Koosha, H. (2014). Customer Lifetime Value: Literature Scoping Map, and an Agenda for Future Research. International Journal of Management, 1(3), 41-59. (link)

BPM

Published

  • Abdolvand, N., Albadvi, A., & Ferdowsi, Z. (2008). Assessing Readiness for Business Process Reengineering. Business Process Management Journal, 14(4), 497-511. (link)
  • Abdolvand, N., Ferdowsi, Z., & Albadvi, A. (2007). Towards a Unified Perspective of Business Process Reengineering Methodologies. International Journal of Technology Transfer and Commercialization, 6(1), 100-111. (link)
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