Biography
Dr Jacob Cybulski is an Honorary Associate Professor in the School of Information Technology, Faculty of Science, Engineering and Built Environment. Previously, Jacob was with the Department of Information Systems and Business Analytics. His experience also includes academic and research positions at a number of Australian organisations and he worked as an IT consultant to various organisations.
Jacob’s research interests focus on Quantum Computing and Quantum Machine Learning, Data Analytics and Visualisation. His past projects range from engineering and telecommunications applications to developing software productivity environments and toolkits.
Read more on Jacob's profileResearch interests
- Quantum Computing
- Quantum Machine Learning
- Machine Learning
- Data Visualisation
Affiliations
- Member, IEEE.
- Member, Australian Computer Society (ACS).
- Member, Association for Computer Machinery (ACM).
- Member, Association for Information Systems (AIS).
Teaching interests
- Quantum Computing
- Quantum Machine Learning
Units taught
- MIS780 - Advanced Artificial Intelligence for Business (2020)
- MIS772 - Predictive Analytics (2015-2020)
- MIS372 - Predictive Analytics (2015)
Professional activities
Awards
- ALTC Award for Programs That Enhance Learning for “Disseminating innovations in digital role-play simulations for educating professions” (Innovation in Curricula, Learning and Teaching). Team: Associate Professor Jacob Cybulski, Stephen Segrave, Associate Professor Dale Holt, David O'Brien and Judy Munro. 2011.
- Vice-Chancellor's Award for Outstanding Achievement in Teaching and Learning for the project titled “Effective partnering delivers e-Simulations for flexible education in the professions: Deakin leads national project building organisational capacity”. Team: Associate Professor Jacob Cybulski, Associate Professor Dale Holt, Mr Stephen Segrave, Ms Judy Munro and Mr David O'Brien. 2011.
Publications
Impact of barren plateaus countermeasures on the quantum neural network capacity to learn
J Cybulski, T Nguyen
(2023), Vol. 22, pp. 1-25, Quantum Information Processing, Berlin, Germany, C1
T Nguyen, L Nguyen, H Vu, J Cybulski
(2022), pp. 1-7, ACIS 2022 : Proceedings of the Australasian Conference on Information Systems, Melbourne, Victoria, E1
Data science in organizations: Conceptualizing its breakthroughs and blind spots
J Cybulski, R Scheepers
(2021), Vol. 36, pp. 154-175, Journal of Information Technology, C1
A phenomenological perspective on value creation and perception in music information systems
Belinda Moloney, Jacob Cybulski, Lemai Nguyen
(2019), pp. 97-104, e-Society 2019 : Proceedings of the 17th International Conference on e-Society 2019, Utrecht, The Netherlands, E1
M Namvar, J Cybulski, C Phang, Y Ee, K Tan
(2018), Vol. 22, pp. 1-10, Australasian journal of information systems, Wollongong, N.S.W., C1
Application of hermeneutics to studying an experience mining process
T Linden, J Cybulski
(2016), Vol. 2, pp. 40-83, Enacting research methods in information systems: volume 2, Cham, Switzerland, B1
Using business intelligence to support the process of organizational sensemaking
M Namvar, J Cybulski, L Perera
(2016), Vol. 38, pp. 330-352, Communications of the association for information systems, Atlanta, Ga., C1
Teaching data analysis with interactive visual narratives
D Saundage, J Cybulski, S Keller, L Dharmasena
(2016), Vol. 27, pp. 233-247, Journal of information systems education, Boone, N.C., C1
Creative problem solving in digital space using visual analytics
J Cybulski, S Keller, L Nguyen, D Saundage
(2015), Vol. 42, pp. 20-35, Computers in human behavior, Amsterdam, The Netherlands, C1
Interactive exploration of data with visual metaphors
J Cybulski, S Keller, D Saundage
(2015), Vol. 25, pp. 231-252, International journal of software engineering and knowledge engineering, Singapore, C1
BI-based organizations: a sensemaking perspective
M Namvar, J Cybulski
(2014), pp. 1-17, ICIS 2014 : 35th International Conference on Information Systems "Building a Better World Through Information Systems", Auckland, New Zealand, E1
E-Simulations for educating the professions in blended learning environments
D Holt, S Segrave, J Cybulski
(2012), pp. 1-23, Professional education using e-simulations : benefits of blended learning design, Hershey Pa., B1
Integrating e-simulations in teaching business information systems
J Cybulski, L Nguyen
(2012), pp. 174-197, Professional education using e-simulations : benefits of blended learning design, Hershey Pa., B1
A framework for designing mainstream educational e-simulations
J Cybulski
(2012), pp. 293-315, Professional education using e-simulations : benefits of blended learning design, Hershey Pa., B1
Business process affordances through the lens of activity theory
E Rozycki, S Keller, J Cybulski
(2012), pp. 1-10, ACIS 2012 : Location, location, location : Proceedings of the 23rd Australasian Conference on Information Systems 2012, Geelong, Victoria, E1
T Linden, J Cybulski
(2010), Vol. 9, pp. 263-275, Journal of information and knowledge management, Singapore, C1
Transforming value perception in music information systems
B Fridey, J Cybulski, L Nguyen
(2010), pp. 1-9, AMCIS 2010 : Proceedings of the 16th Americas Conference on Information Systems, Lima, Peru, E1
Learning to become a creative systems analyst
L Nguyen, J Cybulski
(2009), pp. 208-226, The PSI handbook of virtual environments for training and education, Westport, Conn., B1
Application of hermeneutics to studying an experience mining process
T Linden, J Cybulski
(2009), Vol. 24, pp. 231-250, Journal of information technology, London, England, C1
Knowledge creation in an application domain : a hermeneutic study
T Linden, J Cybulski
(2009), pp. 1-13, ICKM 2009 : Proceedings of the 6th International Conference on Knowledge Management : Managing knowledge for global and collaborative innovations, Hong Kong, China, E1
SBR/XBRL : a hot topic internationally with rising local prominence
J Nagy, C Jubb, A Rouse, J Cybulski
(2008), Vol. 1, pp. 15-21, Deakin business review, Geelong, Vic., C1
Value perception in music information systems
B Moloney, J Cybulski, L Nguyen
(2008), pp. 679-689, ACIS2008 : Creating the future : transforming research into practice : Proceedings of the 19th Australasian Conference on Information Systems, Christchurch, New Zealand, E1
Into the future : inspiring and stimulating users' creativity
L Nguyen, J Cybulski
(2008), pp. 1-12, PACIS 2008 : Leveraging ICT for resilient organizations and sustainable growth in the Asia Pacific region : Proceedings of the 12th Pacific Asia Conference on Information Systems, Suzhou, China, E1
The slow wheels of requirements engineering research: responding to the challenge of societal change
L Sparrow, L Nguyen, J Cybulski
(2006), pp. 1-9, Eleventh Australian Workshop on Requirements Engineering : proceedings, Adelaide, South Australia, E1
Using constructivist experiential simulations in RE education
J Cybulski, C Parker, S Segrave
(2006), pp. 1-10, AWRE 2006 : Proceedings of the 11th Australian Workshop on Requirements Engineering: Creating Value for Business Through Effective Requirements Discovery and Analysis, Adelaide, South Australia, E1
J Cybulski, C Parker, S Segrave
(2006), ACIS 2006 : Proceedings of the 17th Australasian Conference on Information Systems, Adelaide Convention Centre, 6th-8th December 2006 : thought leadership in IS, Adelaide, South Australia, E1
The importance of IS stakeholder perspectives and perceptions to requirements negotiation
J Price, J Cybulski
(2006), Proceedings of the 11th Austrlian Workshop on Requirements Engineering, Adelaide, Australia, E1
Refining the process of sharing problem-solving experience across domain: a hermeneutic study
T Linden, J Cybulski
(2006), pp. 1-10, Americas Conference on Information Systems 2006, Acapulco, Mexico, E1
Requirements engineering for web-based information systems
J Cybulski, P Sarkar
(2005), pp. 327-349, Engineering and managing software requirements, Berlin, Germany, B1
The impact of communications and understanding on the success of business/IT alignment
J Cybulski, S Lukaitis
(2005), Proceedings of the 16th Australasian Conference on Information Systems (ACIS 2005), November 30 - December 2, 2005, Sydney, Australia, Manly, Australia, E1
The role of stakeholder understanding in aligning IT with business objectives
S Lukaitis, J Cybulski
(2005), pp. 93-105, Proceedings of REBNITA 2005 1st International Workshop on Requirements Engineering for Business Need and IT Alignment, Sorbonne, Paris, E1
J Price, J Cybulski
(2005), Tenth Australian Workshop on Requirements Engineering : proceedings, Melbourne, Vic., E1
Contextual factors which influence creativity in requirements engineering
S Dallman, L Nguyen, J Lamp, J Cybulski
(2005), pp. 1-12, Information systems in a rapidly changing economy: ECIS 2005, 13th European Conference on Information Systems, Regensburg, Germany, E1
Investigating factors influencing the perception of creativity in web design
B Moloney, J Cybulski, L Nguyen
(2004), pp. 841-854, PACIS 2004 : Proceedings of the Eighth Pacific Asia Conference on Information Systems, Shanghai, China, E1
A hermeneutic analysis of the Denver international baggage handling system
S Lukaitis, J Cybulski
(2004), pp. 1-16, Information systems foundations : constructing and criticising, Canberra, ACT, E1
Intentions and perceptions : the emerging gaps between web system designers and users
E Caruana, C Wilkin, J Cybulski
(2004), pp. 1-10, ACIS 2004 : Proceedings of the 15th Australasian Conference on Information Systems, Hobart, Tasmania, E1
Evaluation of phenomenological findings in IS research : a study in developing web-based IS
P Sarkar, J Cybulski
(2004), pp. 1-12, European IS profession in the global networking environment : proceedings of the 12th European Conference on Information Systems, Turku, Finland, June 14 - 16, 2004, Turku, Finland, E1
Influence of stakeholder communication on consensus making in requirements negotiation
J Price, J Cybulski
(2004), Ninth Australian Workshop on Requirements Engineering : proceedings, Adelaide, South Australia, E1
Can web design methodologies (actually) help practitioners?
T Linden, J Cybulski
(2004), pp. 163-166, Innovations through information technology : proceedings of the 2004 Information Resources Management Association International Conference. New Orleans, LA. USA, May 23-26 2004, New Orleans, La., E1
Analysis of cultural conflict in the development of web-enabled information systems
P Sarkar, J Cybulski
(2003), pp. 126-148, E-Commerce and cultural values, Hershey, Pa., B1
J Cybulski, L Nguyen, T Thanasankit, S Lichtenstein
(2003), pp. 465-482, PACIS 2003 : Proceedings of the Seventh Pacific Asia Conference on Information Systems, Adelaide, S. Aust., E1
Applying domain analysis to the investigation of web-enabled human resource projects
P Sarkar, J Cybulski
(2003), pp. 1-9, 14th Australasian Conference on Information Systems 2003, Perth, Western Australia, 26-28 November, 2003 : delivering IT and e-business value in networked environments, Perth, Western Australia, E1
Sharing and reuse of web developers experience
J Cybulski, P Sarkar, T Linden
(2003), pp. 1-10, 14th Australasian Conference on Information Systems 2003, Perth, Western Australia, 26-28 November, 2003 : delivering IT and e-business value in networked environments, Perth, Western Australia, E1
Process of requirements evolution in web-enabled employee service systems
P Sarkar, J Cybulski
(2003), pp. 331-340, Constructing the infrastructure for the knowledge economy: methods and tools, theory and practice, Melbourne, Vic., E1
Application of grounded theory to exploring multimedia design practices
T Linden, J Cybulski
(2003), pp. 508-522, Proceedings of the Seventh Pacific Asia Conference on Information Systems, Adelaide, South Australia, E1
Capturing best practices in web development
T Linden, J Cybulski
(2003), pp. 427-434, IADIS 2003 : proceedings of the International Association for Development of the Information Society International Conference on WWW/Internet, Algarve, Portugal, E1
Exploring reuse spaces of web services and contents
J Cybulski, T Linden, P Sarkar
(2002), Geelong, Vic., A6
Understanding a product line of electronic business systems
P Sarkar, J Cybulski
(2002), Geelong, Vic., A6
Analysis of stakeholder concerns with a view to avoid organisational conflict in B2B systems
P Sarkar, J Cybulski
(2002), pp. 727-745, Fifteenth Bled Electronic Commerce Conference : e-reality: constructing the e-economy, Bled, Slovenia, June 17 - 19, 2002, Bled, Slovenia, E1
Automatic refinement of user requirements : a case study in software tool evaluation
J Cybulski
(2002), pp. 757-771, Enabling organisations and society through information systems : proceedings of the thirteenth Australasian Conference on Information Systems : 4-6 December 2002 Melbourne, Australia, Melbourne, Victoria, E1
P Sarkar, J Cybulski
(2002), pp. 67-82, Seventh Australian Workshop on Requirements Engineering : proceedings, Melbourne, Australia, E1
A set of patterns for the web-based interfaces of an employee services system
P Sarkar, J Cybulski
(2002), pp. 1-11, KoalaPLoP 2002 : Pattern languages of programs 2002 : revised papers from the Third Asia-Pacific Conference on Pattern Languages of Programs (KoalaPLoP 2002), Melbourne, Australia, E1
Integration of an internet-driven supply chain for a medium-size e-commerce company
R Maurici, J Cybulski
(2002), pp. 385-402, Seeking success in e-business : a multidisciplinary approach, Copenhagen, Denmark, E1
Learning systems design with UML and patterns
J Cybulski, T Linden
(2000), Vol. 43, pp. 372-376, IEEE transactions on education, Piscataway, N.J., C1-1
Requirements classification and reuse: Crossing domain boundaries
J Cybulski, K Reed
(2000), Vol. 1844, pp. 190-210, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1
Teaching systems analysis and design using multimedia and patterns
J Cybulski, T Linden
(2000), pp. 113-122, Software Engineering Education Conference, Proceedings, E1-1
Reuse of early life-cycle artifacts: workproducts, methods and tools
J Cybulski, R Neal, A Kram, J Allen
(1998), Vol. 5, pp. 227-251, Annals of software engineering, Cham, Switzerland, C1-1
Computer-Assisted analysis and refinement of informal software requirements documents
J Cybulski, K Reed
(1998), Vol. 1998-December, pp. 128-135, Proceedings - 1998 Asia Pacific Software Engineering Conference, APSEC 1998, Taipei, Taiwan, E1-1
Reusing UML specifications in a constrained application domain
M Blok, J Cybulski
(1998), Vol. 1998-December, pp. 196-202, Proceedings - 1998 Asia Pacific Software Engineering Conference, APSEC 1998, Taipei, Taiwan, E1-1
Reuse in the eye of its beholder: Cognitive factors in software reuse
J Cybulski
(1996), pp. 228-235, OzCHI 1996 : Proceedings of the Sixth Australian Conference on Computer-Human Interaction, Hamilton, New Zealand, E1-1
A Hypertext Based Sofware-Engineering Environment
J Cybulski, K Reed
(1992), Vol. 9, pp. 62-68, IEEE Software, Los Alamitos, Calif., C1-1
Funded Projects at Deakin
Australian Competitive Grants
Enhancing collaborative learning in information systems business analytics using data visualisation and manipulation techniques
A/Prof Jacob Cybulski, Prof Dineli Mather, Dr Susan Keller, Dr Lasitha Dharmasena, Dr Dilal Saundage
OLT Seed Projects - Office for Learning and Teaching
- 2015: $36,599
- 2014: $7,107
- 2012: $165,000
Other Public Sector Funding
Building academic staff capacity for using eSimulations in professional education for experience transfer
A/Prof Jacob Cybulski, Mr Stephen Segrave, Dr Dale Holt
ALTC Grant - Research - Australian Learning and Teaching Council
- 2009: $83,764
- 2008: $45,407
Industry and Other Funding
Market Research tools, trends and predictive forecasting - INT358 - Kaushalya Nallaperuma - Aurecon Group
A/Prof Jacob Cybulski, Mrs Kaushalya Nallaperuma
Aurecon Group Pty Ltd
- 2018: $20,500
Other Funding Sources
AGD Data Analytics Workshop
A/Prof Jacob Cybulski, Prof Rens Scheepers, Prof Gang Li, Prof Robin Ram Mohan Doss
Data to Decisions CRC
- 2017: $13,936
Supervisions
Morteza Namvar
Thesis entitled: Using business intelligence to support the process of organisational sensemaking
Doctor of Philosophy, Dept. of Information Systems and Business Analytics
Edyta Rozycki
Thesis entitled: Business Process Affordances
Doctor of Philosophy, Dept. of Information Systems and Business Analytics
Arezou Pour Mirza
Thesis entitled: Trust and technology in modern inter-organisational relationships: A study in petrochemical industry
Doctor of Philosophy, Dept. of Information Systems and Business Analytics
Stasys Lukaitis
Thesis entitled: A Hermeneutic Phenomenological Investigation of Business and IT Alignment
Doctor of Philosophy, School of Information and Business Analytics
Belinda Moloney
Thesis entitled: Phenomenological Investigation of e-Value Chains from Australian Music Stakeholder Perceptions
Doctor of Philosophy, School of Information and Business Analytics
Pradipta Sarkar
Thesis entitled: Phenomenological Inquiry into the Experience of Web Project Managers
Doctor of Philosophy, School of Information and Business Analytics
Bardo Fraunholz
Thesis entitled: A Hermeneutic Phenomenological Investigation of Experience Management in IS projects
Doctor of Philosophy, Dept. of Information Systems and Business Analytics
Dinesh Nagumothu
Thesis entitled: Enhancing Document Relevance Classification, Question Generation, and Passage Re-ranking using Semantic Triples
Doctor of Philosophy (Information Technology), School of Information Technology
Kamaljeet Sandhu
Thesis entitled: The Acceptance, Use and Continued Use of an E-Services System
Doctor of Philosophy, School of Information and Business Analytics
Saranond Inthanond
Thesis entitled: The Meaning of information: A Study of Western Construction of Asian-ness in Film
Doctor of Philosophy, School of Information and Business Analytics
Konrad Peszynski
Thesis entitled: Power and Politics in Systems Implementation
Doctor of Philosophy, School of Information and Business Analytics