Experience

Sprott School of Business at Carleton University

• Canada
• Higher Education
• 1 - 100 Employee

• Instructor

  • Jan 2022 - Present



Carleton University

• Higher Education
• 700 & Above Employee

• Research Assistant

  • Jan 2017 - Present

  Research: - Assertions related to the effect of machine learning on judgment; in progress - Nazari, A., Weiss, M., Shah, A., & Ji, S. (2019). Innovation Management Journal Analysis using Topic Modelling Approaches. In ISPIM Conference Proceedings (pp. 1-12), Ottawa. - Tanev, S., Edim, E. & Nazari, A. (2019). A topic modeling approach to identifying emerging innovation management research themes. ISPIM Innovation Conference. Florence, Italy. - Weiss, M., Muegge, S., & Nazari, A. (2019). Incremental analysis in machine learning. 24th European Conference on Pattern Languages of Programs (EuroPLoP), 1:1-3. - Weiss, M., Bathula, S., Muegge, S., & Nazari, A. (2019). Patterns for text classification (Part 1). 26th Conference on Pattern Languages of Programs (PLoP). - Assessing the cybersecurity risks derived from anomalies in network data and software architectural problems (In Process). - Identifying probable anomalies within network data using various models generated through entropy and divergence metrics (In Process). - Nazari, A., & Carleton University. Theses and Dissertations. Engineering, Technology Innovation Management. (2018). Approach to identify topics in a collection of TIM review articles and their changes over time. Ottawa: - Generate important sentences of the article, high-frequency words in the article, and word cloud of articles’ text in TIM Review journal by Java open source code. - “Reflecting on 10 Years of the TIM Review” article published in TIM Review journal, July 2017. - Prediction the topic of new articles using the classification technique through an examination of training and test collections of articles (Machine Learning). - McPhee, C., Santonen, T., Shah, A., & Nazari, A. (2017). Reflecting on 10 years of the TIM Review. Technology Innovation Management Review, 7(7), 5-20. Show less



Behin System

• Tehran Province, Iran

• Software Development Manager

  • Sep 2006 - Aug 2016

  Research projects in Tehran Urban Planning & Research Center. - “Feasibility study of implementing a Wireless Internet management system in parks (case study- District 21 of Tehran)”, 2013. - “Feasibility study of implementing a dynamic process for prioritizing project options using the data mining technique and the TOPSIS multiple criteria decision-making method”, 2012. - “Towards a framework for improving organization serving processes by data mining techniques (method K-Means)”, 2012. Website Design: Working on H.S.E. department website. Gathering, analysis, and categorizing topics and issues of Health, Safety, and Environment in relation to citizens in residential and industrial areas and providing new solutions to people via the website, SMS, Email, brochures, and leaflets and new reports to the mayor. Personnel Welfare Information System: Management of the application installed in Tehran Municipality district 21. Publication: Nazari A., Dr. Razavi Ebrahimi A., Dr. Faraahi A., “Towards a framework for improving organization serving processes by data mining techniques (method K-Means)”, The Sixth Iran Data Mining Conference (IDMC 2012), AmirKabir University, Tehran, IRAN. Nazari A., Dr. Razavi Ebrahimni A., “Feasibility study of implementing a dynamic process for prioritizing project options using the data mining technique and the TOPSIS multiple criteria decision-making method”, The Sixth Iran Data Mining Conference (IDMC 2012), AmirKabir University, Tehran, IRAN. Nazari A., Dr. Razavi Ebrahimi A., Dr. Faraahi A., “Simulation model for efficient data mining using K-Means (case study – District 1 of Tehran municipality)”, 1st International Conference on Modern Management Sciences (ICMMS 2012) August 26, 2012, Gorgan, IRAN, (http://conferanceinfo.ir/page.aspx?epage=en). Show less



SafaRayane

• Tehran Province, Iran

• Software Specialist

  • Jun 2000 - Aug 2006

  - Analysis and Designing Urbanism Information Systems: Designing and analysis urbanism subsystems in one framework as an urbanism information integrated system in Mashhad, Tehran and Karaj Municipalities of IRAN - Urbanism Information System Project: Manager of Software Department in Mashhad Municipality and Executive Manager in Tehran, Karaj, Qom Municipalities. - CRM Systems: Consultation and Preparation of RFP for Customer Care systems. - Analysis and Designing Urbanism Information Systems: Designing and analysis urbanism subsystems in one framework as an urbanism information integrated system in Mashhad, Tehran and Karaj Municipalities of IRAN - Urbanism Information System Project: Manager of Software Department in Mashhad Municipality and Executive Manager in Tehran, Karaj, Qom Municipalities. - CRM Systems: Consultation and Preparation of RFP for Customer Care systems.