Ayse Bilgin

Associate Professor

  • 362 Citations
  • 11 h-Index
20042020
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Research Outputs 2004 2019

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Conference proceeding contribution
2019

A comparison of human and machine-generated voice

Abdulrahman, A., Richards, D. & Bilgin, A. A., Nov 2019, Proceedings - VRST 2019: 25th ACM Symposium on Virtual Reality Software and Technology. Spencer, S. N. (ed.). New York: Association for Computing Machinery, 2 p. 41

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

2018

Towards realtime adaptation: uncovering user models from experimental data

Richards, D., Bilgin, A. A., Ranjbartabar, H. & Makhija, A., 1 Jan 2018, Knowledge Management and Acquisition for Intelligent Systems: 15th Pacific Rim Knowledge Acquisition Workshop, PKAW 2018, Proceedings. Yoshida, K. & Lee, M. (eds.). Cham: Springer, Springer Nature, p. 46-60 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11016 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Intelligent virtual agents
User Model
Data acquisition
Health
Experimental Data

Users’ perceptions of empathic dialogue cues: a data-driven approach to provide tailored empathy

Richards, D., Bilgin, A. A. & Ranjbartabar, H., 5 Nov 2018, Proceedings of the 18th International Conference on Intelligent Virtual Agents, IVA 2018. New York, NY: Association for Computing Machinery, Inc, p. 35-42 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Intelligent virtual agents
Data mining
Decision making
Students
2016

Assessment of student learning in WIL: Workload implications for university staff

Rowe, A., Bilgin, A., Clark, L. & Bista, S., 2016, WIL 2020: pushing the boundaries : ACEN 2016 Conference Proceedings. Springvale South, VIC: Australian Collaborative Education Network, p. 79-82 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

workload
staff
university
learning
student

Big Data, Data Science, Computer Science and Statistics Education

Kyng, T., Bilgin, A. A. & Puang-Ngern, B., 2016, OZCOTS 2016: Proceedings of the 9th Australian Conference on Teaching Statistics. MacGillivray, H., Martin, M. A. & Phillips, B. (eds.). Australia: Statistical Society of Australia Inc, p. 147-152 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Computer science
Education
Statistics
Artificial intelligence
Decision making

Evaluation of a three year study investigating staff workload associated with CWIE delivery: implications for research and practice

Rowe, A., Clark, L. & Bilgin, A., 2016, Refereed Proceedings of the 2nd International Research Symposium on Cooperative and Work-Integrated Education, Victoria, British Columbia, Canada. Victoria, Canada: World Association for Cooperative Education (WACE), p. 181-188 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

workload
staff
evaluation
education
interview
2015

A dancing virtual agent to evoke human emotions

Richards, D., Roxas, J. C., Bilgin, A. & Hanna, N., May 2015, Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. New York: Association for Computing Machinery, p. 1701-1702 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearch

Engaging and motivating students with authentic statistical projects in a capstone unit

Bilgin, A. A., Newbery, G. & Petocz, P., 2015, Advances in statistics education: developments, experiences and assessments. Proceedings of the Satellite conference of the International Association for Statistical Education. Sorto, M. A. (ed.). p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

student
experience
management counsulting
textbook
content analysis

Opening real science: statistical literacy for pre-service primary teachers through flexible delivery

Bilgin, A. A., Coady, C., Mulligan, J., Geiger, V., Cavanagh, M., Petocz, P. & Date-Huxtable, E., Jul 2015, Advances in statistics education: developments, experiences and assessments. Proceedings of the Satellite conference of the International Association for Statistical Education (IASE). Sorto, M. A. (ed.). Brazil: ISI/IASE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearch

literacy
teacher
science
learning
statistician

Student preferences and attitudes to the use of early alerts

Atif, A., Richards, D. & Bilgin, A., 2015, 2015 Americas Conference on Information Systems, AMCIS 2015. Bandyopadhyay, T., Beyene, D. & Negash, S. (eds.). Puerto Rico: Americas Conference on Information Systems, p. 1-14 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Students
Electronic mail
Teaching
Education
Communication
2014

A baseline time series data mining model for forecasts in port logistics and economics

Echeverry, A. X. H., Richards, D. & Bilgin, A., 10 Oct 2014, 2013 13th International Conference on Intellient Systems Design and Applications, ISDA 2013. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 313-318 6 p. 6920755

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Data mining
Logistics
Time series
Coffee
Economics

Measuring university students’ approaches to learning statistics: a cross-cultural and multilingual version of the ASSIST

Chiesi, F., Primi, C., Bilgin, A. A., Lopez, M. V. & Fabrizio, M. D. C., 2014, Sustainability in statistics education. Proceedings of the Ninth International Conference on Teaching Statistics (ICOTS9, July, 2014). Voorburg, The Netherlands: International Statistical Institute, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

statistics
university
learning
student
psychometrics

Peer learning in statistics beyond the university curriculum

Petocz, P., Newnham, A., Trussell, E., Warwick, K., Jarrett, A., Reid, A. & Bilgin, A., 2014, Sustainability in statistics education. Proceedings of the Ninth International Conference on Teaching Statistics (ICOTS9, July, 2014). Voorburg, The Netherlands: International Statistical Institute, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

statistics
curriculum
university
learning
student

"The only rule is that there are no rules": understanding the impact of WIL on staff workload

Rowe, A., Clark, L., Bilgin, A. & Cantori, A., 2014, ACEN 2014: Conference proceedings of the 2014 Australian Collaborative Education Network National Conference : Work Integrated Learning : Building Capacity. Sprinvale, VIC: Australian Collaborative Education Network (ACEN), p. 37-40 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Turkish ASSIST: measuring university students’ approaches to learning statistics

Bilgin, A. A. & Gozlu, S., 2014, Sustainability in statistics education. Proceedings of the Ninth International Conference on Teaching Statistics (ICOTS9, July, 2014). Makar, K., de Sousa, B. & Gould, R. (eds.). Voorburg, The Netherlands: International Statistical Institute, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

statistics
university
management
learning
evidence

Workload implications of teaching and administering work-integrated learning: the Macquarie University experience through PACE

Rowe, A., Clark, L., Cantori, A. & Bilgin, A., 2014, Our university, our future: selected research from Learning and Teaching Week 2013. Winchester-Seeto, T., Shoostovian, E. & Fredericks, V. (eds.). North Ryde, NSW: Macquarie University, p. 25-31 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
workload
Teaching
learning
community
experience
2013

A student retention model: empirical, theoretical and pragmatic considerations

Atif, A., Richards, D. & Bilgin, A., 2013, Proceedings of the 24th Australasian Conference on Information Systems. Deng, H. & Standing, C. (eds.). Melbourne: RMIT University, p. 1-11 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Students
Information systems
Triangulation

Learning analytics in higher education: a summary of tools and approaches

Atif, A., Richards, D., Bilgin, A. & Marrone, M., 2013, Electric Dreams: 30th Ascilite Conference 2013 Proceedings. Carter, H., Gosper, M. & Hedberg, J. (eds.). North Ryde, NSW: Macquarie University, p. 68-72 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Education
learning
education
performance

Student engagement for a large unit in an active learning space

Bulger, D., Gudlaugsdottir, S., Bilgin, A. & Robertson, G., 2013, Research and development in higher education: the place of learning and teaching. Frielick, S., Buissink-Smith, N., Wyse, P., Billot, J., Hallas, J. & Whitehead, E. (eds.). Australia: Higher Education Research and Development Society of Australasia, Vol. 36. p. 69-79 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

learning
tutor
student
operations research
action research

Students’ experience of becoming a statistical consultant

Bilgin, A. & Petocz, P., 2013, IASE/IAOS Satellite 2013: Proceedings of the Joint IASE/IAOS Satellite conference, Macao, China, August 2013. Forbes, S. & Phillips, B. (eds.). Macao, China: International Association for Statistical Education, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Students
Statistics
2012

Estimating non-response bias in a web-based survey of technology acceptance: a case study of unit guide information systems

Atif, A., Richards, D. & Bilgin, A., 2012, ACIS 2012: Location, Location, Location: Proceedings of the 23rd Australasian Conference on Information Systems. Lamp, J. (ed.). Melbourne: Deakin University, p. 1-10 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Information systems
Internet

Identifying characteristics of seaports for environmental benchmarks based on meta-learning

Halabi Echeverry, A. X., Richards, D. & Bilgin, A., 2012, Knowledge management and acquisition for intelligent systems: 12th Pacific Rim Knowledge Acquisition Workshop, PKAW 2012, Kuching, Malaysia, September 5-6 2012 : proceedings. Richards, D. & Kang, B. H. (eds.). Heidelberg: Springer, Springer Nature, p. 350-363 14 p. (Lecture notes in computer science; vol. 7457).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Benchmarking
Environmental management systems
Environmental management
Parameterization
Water quality

Predicting the acceptance of unit guide information systems

Atif, A., Richards, D. & Bilgin, A., 2012, ACIS 2012: Location, Location, Location: Proceedings of the 23rd Australasian Conference on Information Systems. Lamp, J. (ed.). Melbourne: Deakin University, p. 1-10 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Information systems
Education
Curricula
Innovation
2011

Proposing a port decision system approach for dynamic integration of South American sea ports

Halabi Echeverry, A. X., Richards, D. & Bilgin, A., 2011, Advances in ICT for Emerging Regions (ICTer), 2011 International Conference on: date, Sept. 1-2 2011. Piscataway, N.J.: Institute of Electrical and Electronics Engineers (IEEE), p. 58-64 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Decision making
Economics
Developing countries

Reflections on designing a statistical consulting capstone unit

Bilgin, A., Jersky, B., Petocz, P. & Wood, G., 2011, Proceedings of 2011 IASE Satellite Conference on statistics education and outreach. International Association for Statistical Education, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Unit
Statistics
Planning
Statistical Analysis
2010

Non-statisticians learning statistics

Bilgin, A., 2010, Proceedings of the IASE ICOTS-8: Data and Context in Statistics Education: Towards an Evidence-Based Society. Reading, C. (ed.). New Zealand: International Association of Special Education, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

2009

A study on peer assessment of teamwork projects in undergraduate petroleum engineering education

Cinar, Y. & Bilgin, A. A., 2009, Society of Petroleum Engineers Annual Technical Conference and Exhibition 2009, ATCE 2009. Richardson: Society of Petroleum Engineers, Vol. 1. p. 207-215 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Petroleum engineering
Engineering education
Students
Logistics
2008

The effect of Music on Learning in Virtual Environments - Initial Results

Fassbender, E., Richards, D., Thompson, W., Bilgin, A. & Taylor, A. J., 2008, Proceedings of the 14th International Conference on Auditory Display. France: International Community for Auditory Display, p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

2007

Empowering students to be the judges of their own performance through peer assessment

Bilgin, A. & Fraser, S., 2007, Proceedings of the ISI/IASE Satellite on Assessing Student Learning in Statistics. Phillips, B. & Weldon, L. (eds.). Guimarães, Portugal: International Association for Statistical Education, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

performance
student
university education
decision maker
workplace

Web-based student learning of statistics

Bilgin, A., Luo, K. & Middledorp, J., 2007, Enhancing higher education, theory and scholarship: proceedings of the annual HERDSA Conference 2007. Milperra, NSW: Higher Education Research and Development Society of Australasia, 8 p. (Research and development in higher education).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Statistics
Students
Learning systems
Problem-Based Learning
2006

LAMS and statistics pedagogy

Bilgin, A. & Petocz, P., 2006, Proceedings of the First International LAMS Conference 2006: designing the future of learning. Philip, R., Voerman, A. & Dalziel, J. (eds.). Sydney: LAMS Foundation, p. 15-24 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Statistics
Students
2005

Estimating potential reductions in tonsillectomy rates

Bilgin, A., 2005, Proceedings of the 2004 Workshop on Research Methods: Statistics and Finance. Beh, E., Clark, R. & Rayner, J. (eds.). Australia: University of Wollongong Press, p. 55-65 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review