Collin Sellman
-
BAC 664 TEMPE, AZ 85287-4606
-
Mail code: 4606Campus: Tempe
-
Dr. Collin Sellman is on the faculty in the Department of Information Systems and teaches courses related to big data, data science, and analytics strategy in the graduate and MBA programs. He has developed and taught custom executive education programs focused on strategy, innovation, and scientific decision making. He also has worked as a data science, analytics, and product management consultant for technology and bio technology firms through the university.
Collin is the CEO and principal investigator at Fireline Science LLC which is a small R&D business focused on data science-based product innovations with a specific focus on rural schools with limited resources like those on the Navajo Nation. Fireline Science was awarded a grant by the National Science Foundation (NSF) to further their work in this area.
Collin was most recently the head of Learning Analytics and Data Science for the U.S. Learning Services division at Pearson, Inc. He also led product management teams responsible for K12 learning platforms and content for Pearson Digital Learning. Prior to Pearson, Collin led product management and development teams in the Internet infrastructure industry at !NTERPRISE Networking Services, Qwest Communications International, One2One UK, and Level 3 Communications where he launched many new products and two new business units.
He has an MBA and Ph.D. from Arizona State University and continues to be active in research related to innovation, product development, and data science.
- Data science-based product development and innovation
- Digital product innovation
- Design and evaluation of digital learning assessments
- Temporal process mining
- Product development and business processes including Agile and Lean Startup
- Digital piracy and distribution
Publications:
- Digital Rights Management: https://asu.pure.elsevier.com/en/publications/dont-think-twice-its-all-…-
- Agile Software Development: https://www.iveypublishing.ca/s/product/pearsons-successmaker-putting-t…
- Lean Startup Methodology: https://www.iveypublishing.ca/s/product/game-colab-can-it-connect-indie…
Patents:
- SS7 Network Monitoring: https://patents.google.com/patent/US6370230
Recent Expert Panels:
- (2018) ASU Future of Work in the Digital Society Conference (Artificial Intellegence Panel)
Recent Conference Papers:
- (SSSR 2017) Using Big Data to Understand Reading Growth in K12: https://www.triplesr.org/using-big-data-understand-reading-growth
- (EDM 2017) Graph Based Educational Data Mining: https://arxiv.org/abs/1705.11125
- (ITS 2018) Data Based Approaches to Discovering K12 Classroom Practices: http://iis-international.org/its/its-awards/its-2018-best-short-paper-award/
Courses
2023 Fall
Course Number | Course Title |
---|---|
CIS 593 | Applied Project |
CIS 593 | Applied Project |
2022 Fall
Course Number | Course Title |
---|---|
CIS 593 | Applied Project |
2022 Spring
Course Number | Course Title |
---|---|
CIS 503 | DecisionMaking w/DataAnalytics |
CIS 503 | DecisionMaking w/DataAnalytics |
2021 Fall
Course Number | Course Title |
---|---|
CIS 593 | Applied Project |
2021 Spring
Course Number | Course Title |
---|---|
CIS 593 | Applied Project |
CIS 503 | DecisionMaking w/DataAnalytics |
2020 Fall
Course Number | Course Title |
---|---|
CIS 503 | DecisionMaking w/DataAnalytics |
CIS 503 | DecisionMaking w/DataAnalytics |
2020 Spring
Course Number | Course Title |
---|---|
CIS 593 | Applied Project |
CIS 515 | Business Analytics Strategy |
2019 Fall
Course Number | Course Title |
---|---|
CIS 503 | DecisionMaking w/DataAnalytics |
CIS 503 | DecisionMaking w/DataAnalytics |
2019 Spring
Course Number | Course Title |
---|---|
CIS 503 | DecisionMaking w/DataAnalytics |
- Introduction to R and Data Science Tools MBA Workshop
-
Introduction to Machine Learning and AI Using R MBA Workshop