Ayse Bilgin

Associate Professor

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

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

Cardiovascular disease risk factors profile among Australian vegetarian and nonvegetarian teenagers

Grant, R., Pawlak, R., Vos, P., Bilgin, A. A., Berg, J., Pearce, R. & Morris, M., 15 Feb 2019, In : American Journal of Lifestyle Medicine.

Research output: Contribution to journalArticleResearchpeer-review

LDL Cholesterol
Cardiovascular Diseases
Cholesterol
Blood Pressure
South Australia
Intelligent virtual agents
Experiments
2018

A pilot study providing evidence for a relationship between a composite lifestyle score and risk of higher carotid intima-media thickness: is there a link to oxidative stress?

Seyedsadjadi, N., Berg, J., Bilgin, A. A. & Grant, R., 1 Jan 2018, In : Oxidative Medicine and Cellular Longevity. 2018, p. 1-11 11 p., 4504079.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Carotid Intima-Media Thickness
Oxidative stress
Life Style
Oxidative Stress
Composite materials

Exploring the influence of a human-like dancing virtual character on the evocation of human emotion

Roxas, J. C., Richards, D., Bilgin, A. & Hanna, N., 2018, In : Behaviour and Information Technology. 37, 1, p. 1-15 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Dancing
Emotions
emotion
dance
happiness

High protein intake is associated with low plasma NAD+ levels in a healthy human cohort

Seyedsadjadi, N., Berg, J., Bilgin, A. A., Braidy, N., Salonikas, C. & Grant, R., 16 Aug 2018, In : PLoS ONE. 13, 8, p. 1-14 14 p., e0201968.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
NAD (coenzyme)
protein intake
NAD
Plasmas
kynurenine

Pre-service primary teachers' attitudes towards mathematics in an Australian university

Hill, D. & Bilgin, A., 17 Apr 2018, In : Creative education. 9, 4, p. 597-614 18 p., 83785.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
teacher attitude
mathematics
university
teacher
literacy

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
2017

Academic workload implications of assessing student learning in work-integrated learning

Bilgin, A. A., Rowe, A. D. & Clark, L., 2017, In : Asia-Pacific Journal of Cooperative Education. 18, 2, p. 167-183 17 p.

Research output: Contribution to journalArticleResearchpeer-review

workload
learning
student
staff
classroom

Comparison of graduates' and academics' perceptions of the skills required for big data analysis: statistics education in the age of big data

Puang-Ngern, B., Bilgin, A. A. & Kyng, T. J., 20 Mar 2017, Data Visualization and Statistical Literacy for Open and Big Data. Prodromou, T. (ed.). Hershey, PA: IGI Global, p. 126-150 25 p. (Advances in Data Mining and Database Management (ADMDM)).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Education
Statistics
Computer science
Statistical methods
Teaching

Education and contact strategies to reduce stigmatising attitudes towards anorexia nervosa among university students

Sebastian, J., Richards, D. & Bilgin, A., 1 Dec 2017, In : Health Education Journal. 76, 8, p. 906-922 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Anorexia Nervosa
Students
Education
Professional Education
Medical Education

Kynurenine pathway metabolomics predicts and provides mechanistic insight into multiple sclerosis progression

Lim, C. K., Bilgin, A., Lovejoy, D. B., Tan, V., Bustamante, S., Taylor, B. V., Bessede, A., Brew, B. J. & Guillemin, G. J., 3 Feb 2017, In : Scientific Reports. 7, p. 1-9 9 p., 41473.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Kynurenine
Metabolomics
Multiple Sclerosis
Kynurenic Acid
Quinolinic Acid

Opening Real Science: evaluation of an online module on statistical literacy for pre-service primary teachers

Bilgin, A. A. B., Date-Huxtable, E., Coady, C., Geiger, V., Cavanagh, M., Mulligan, J. & Petocz, P., May 2017, In : Statistics Education Research Journal. 16, 1, p. 120-138 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Pre-service Teachers
literacy
Module
Online Learning
Evaluation

Significant relationships between a simple marker of redox balance and lifestyle behaviours: relevance to the Framingham risk score

Seyedsadjadi, N., Berg, J., Bilgin, A. A., Tung, C. & Grant, R., 6 Nov 2017, In : PLoS ONE. 12, 11, p. 1-15 15 p., 0187713.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
hydroperoxides
Hydrogen Peroxide
Oxidation-Reduction
lifestyle
Life Style

Visceral fat mass: is it the link between uric acid and diabetes risk?

Seyed-Sadjadi, N., Berg, J., Bilgin, A. A. & Grant, R., 24 Jul 2017, In : Lipids in Health and Disease. 16, 1, p. 1-9 9 p., 142.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Intra-Abdominal Fat
Medical problems
Uric Acid
Fats
Plasmas
2016

Altered kynurenine pathway metabolism in autism: Implication for immune-induced glutamatergic activity

Lim, C. K., Essa, M. M., de Paula Martins, R., Lovejoy, D. B., Bilgin, A. A., Waly, M. I., Al-Farsi, Y. M., Al-Sharbati, M., Al-Shaffae, M. A. & Guillemin, G. J., 1 Jun 2016, In : Autism Research. 9, 6, p. 621-631 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Kynurenine
Autistic Disorder
Quinolinic Acid
Inflammation
Tryptophan

Aprendizagem entre pares para além do currículo em cursos de estatística universitária

Petocz, P., Best, G., Bilgin, A. & Reid, A., 2016, In : Educação Matemática Pesquisa. 18, 3, p. 1389-1408 20 p., 31489.

Research output: Contribution to journalArticleResearchpeer-review

university statistics
statistics
curriculum
learning
student

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

Measuring university students' approaches to learning statistics: an invariance study

Chiesi, F., Primi, C., Bilgin, A. A., Lopez, M. V., del Carmen Fabrizio, M., Gozlu, S. & Tuan, N. M., 2016, In : Journal of Psychoeducational Assessment. 34, 3, p. 256-268 13 p.

Research output: Contribution to journalArticleResearchpeer-review

statistics
Learning
Students
university
learning

The Impact of Residual Neuromuscular Blockade, Oversedation, and Hypothermia on Adverse Respiratory Events in a Postanesthetic Care Unit: A Prospective Study of Prevalence, Predictors, and Outcomes

Stewart, P. A., Liang, S. S., Li, Q. S., Huang, M. L., Bilgin, A. B., Kim, D. & Phillips, S., 1 Oct 2016, In : Anesthesia and Analgesia. 123, 4, p. 859-868 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Delayed Emergence from Anesthesia
Hypothermia
Prospective Studies
Confidence Intervals
Consciousness Disorders

The power dynamics and politics of survey design: measuring workload associated with teaching, administering and supporting work-integrated learning courses

Clark, L., Rowe, A., Cantori, A., Bilgin, A. & Mukuria, V., 2 Jun 2016, In : Studies in Higher Education. 41, 6, p. 1055-1073 19 p.

Research output: Contribution to journalArticleResearchpeer-review

workload
politics
Teaching
learning
staff
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

Assuring graduate competency: a technology acceptance model for course guide tools

Atif, A., Richards, D., Busch, P. & Bilgin, A., 25 Aug 2015, In : Journal of Computing in Higher Education. 27, 2, p. 94-113 20 p.

Research output: Contribution to journalArticleResearchpeer-review

acceptance
graduate
information system
curriculum
self-efficacy

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

Histomorphological and torque removal comparison of 6 mm orthodontic miniscrews with and without surface treatment in New Zealand rabbits

Sirisa-Ard, A., Michael, S. N. W., Ahmed, K., Dunstan, C. R., Pearce, S. G., Bilgin, A. A., Dalci, O. & Darendeliler, M. A., 1 Dec 2015, In : European Journal of Orthodontics. 37, 6, p. 578-583 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Torque
Orthodontics
Rabbits
Bone and Bones
Thigh

Novel relationships between B12, folate and markers of inflammation, oxidative stress and NAD(H) levels, systemically and in the CNS of a healthy human cohort

Guest, J., Bilgin, A., Hokin, B., Mori, T. A., Croft, K. D. & Grant, R., 1 Nov 2015, In : Nutritional Neuroscience. 18, 8, p. 355-364 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Folic Acid
NAD
Oxidative Stress
Central Nervous System
Cerebrospinal Fluid

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

The Relative value of measures of omega-3 index, perceived stress, cortisol and sleep time in identifying depression among a cohort of Australian adolescents

Grant, R., Bilgin, A., Guest, J., Morris, M., Garg, M. & Pearce, R., 2015, In : International journal of child health and nutrition. 4, 1, p. 40-49 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Hydrocortisone
Sleep
Depression
South Australia
New South Wales
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

A comparison of first year statistics units’ content and contexts in a multinational study, with a case study for the validation of ASSIST in Australia

Bilgin, A. A., Primi, C., Chiesi, F., Lopez, M. V., Fabrizio, M. D. C., Quinn, V. F., Gantner, T. & Graham, P. L., 2014, Topics from Australian Conferences on Teaching Statistics - OZCOTS 2008-2012. MacGillivray, H., Phillips, B. & Martin, M. A. (eds.). New York: Springer, Springer Nature, Vol. 81. p. 189-210 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Statistics
Unit
Discrepancy
Context
Skills

Cerebrospinal fluid levels of inflammation, oxidative stress and NAD+ are linked to differences in plasma carotenoid concentrations

Guest, J., Grant, R., Garg, M., Mori, T. A., Croft, K. D. & Bilgin, A., 1 Jul 2014, In : Journal of Neuroinflammation. 11, p. 1-10 10 p., 117.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Carotenoids
NAD
Cerebrospinal Fluid
Oxidative Stress
Inflammation

Forecasting in port logistics and economics using Time Series Data Mining model

Halabi Echeverry, A. X., Richards, D., Bilgin, A. & Montoya-Torres, J. R., 2014, In : Journal of network and innovative computing. 2, p. 128-139 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Economics
Logistics
Time series data
Data mining
Coffee

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

Postprandial oxidative stress is increased after a phytonutrient-poor food but not after a kilojoule-matched phytonutrient-rich food

Khor, A., Grant, R., Tung, C., Guest, J., Pope, B., Morris, M. & Bilgin, A., 2014, In : Nutrition Research. 34, 5, p. 391-400 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Ice Cream
Phytochemicals
Oxidative Stress
Eating
Food

Student and Staff Understanding and Reaction: Academic Integrity in an Australian University

Busch, P. & Bilgin, A., 1 Sep 2014, In : Journal of Academic Ethics. 12, 3, p. 227-243 17 p.

Research output: Contribution to journalArticleResearchpeer-review

integrity
staff
student
Staff
Cheating

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

Rowe, A., Clark, L., Bilgin, A. & Bista, S., 2014, p. 1.

Research output: Contribution to conferenceAbstractResearch

"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

A survey of the management of neuromuscular blockade monitoring in Australia and New Zealand

Philips, S., Stewart, P. A. & Bilgin, A. B., May 2013, In : Anaesthesia and Intensive Care. 41, 3, p. 374-379 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Neuromuscular Monitoring
New Zealand
Delayed Emergence from Anesthesia
Surveys and Questionnaires
Neuromuscular Blockade

Discussion: how can technology be used to teach statistical practice?

Bilgin, A. A., 2013, In : Technology Innovations in Statistics Education. 7, 2, p. 1-4 4 p.

Research output: Contribution to journalArticleResearchpeer-review

education statistics
Philippines
Teaching
learning

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

Relationship between central and peripheral fatty acids in humans

Guest, J., Garg, M., Bilgin, A. & Grant, R., 28 May 2013, In : Lipids in Health and Disease. 12, p. 1-8 8 p., 79.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Cerebrospinal fluid
Fatty Acids
Cerebrospinal Fluid
Blood
Association reactions

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