In Progress

• Jacob L. Cybulski and Sebastian Zając (2024): "The Art of Data Encoding and Decoding for Quantum Time Series Analysis." Accepted for 8th International Conference on Quantum Techniques in Machine Learning University of Melbourne, Melbourne, Australia, 25-29 November 2024.

• Thanh Nguyen and Jacob L. Cybulski (2024): "Training Variational Quantum Models with Barren Plateaus Mitigation Strategies." In Preparation for Journal Submission (Advanced Draft).

Selected Journal Papers

• Jacob L. Cybulski and Thanh Nguyen (2023): "Impact of Barren Plateaus Countermeasures on the Quantum Neural Network Capacity to Learn." Quantum Information Processing, 22, 442.

• Jacob L. Cybulski and Rens Scheepers (2021): "Data science in organizations: Conceptualizing its breakthroughs and blind spots." JIT Journal of Information Technology. 36(2), pp 154-175.

• Morteza Namvar, Jacob L. Cybulski, Cynthia Su Chen Phang, Yaw Seng Ee and Kevin Tee Liang Tan (2018): "Simplifying Sensemaking: Concept, Process, Strengths, Shortcomings, and Ways Forward for Information Systems in Contemporary Business Environments." AJIS Australian Journal of Information Systems. 22.

• Dilal Saundage, Jacob L. Cybulski, Susan Keller and Lasitha Dharmasena (2016): "Teaching Data Analysis with Interactive Visual Narratives." Journal of Information Systems Education (JISE). 27(4), pp 233-245.

• Morteza Namvar, Jacob Cybulski and Luckmika Perera (2016): "Using business intelligence to support the process of organizational sensemaking." Communications of the Association for Information Systems. 38(1), Paper 20.

• Jacob Cybulski, Susan Keller and Dilal Saundage (2015): "Interactive exploration of data with visual metaphors." Int. J. of Software Engineering and Knowledge Engineering. 25(2) (March), pp 231-252.

• Jacob Cybulski, Susan Keller, Lemai Nguyen and Dilal Saundage (2015): "Creative problem-solving in digital space using visual analytics." Computers in Human Behavior, V42 (January), pp 20-35.

• Tanya Linden and Jacob L. Cybulski (2010): "A Hermeneutic study of pattern mining as a knowledge creation process: Exploring multimedia design practices", Journal of Information and Knowledge Management (JIKM) 9(3), pp 263-275.

• Tanya Linden and Jacob L. Cybulski (2009): "Application of hermeneutics to studying an experience mining process", Journal of Information Technology 24(3), pp 231-250.

Selected Books

• Dale Holt, Stephen Segrave and Jacob L. Cybulski (Editors, 2012), Professional Education Using e-Simulations: Benefits of Blended Learning Design, IGI Global Publishing.

Selected Conference Papers

• Jacob L. Cybulski and Sebastian Zając (2024): "Design Considerations for Denoising Quantum Time-Series Autoencoder." In Proc. of 24th International Conference on Computational Science (ICCS), edited by Leonardo Franco, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot, Lecture Notes in Computer Science, LNCS, vol. 14837, Part VI, 252–67, July 2-4, 2024, Malaga, Spain.

• Thuc Nguyen, Huy Quan Vu, Jacob Cybulski and Lemai Nguyen (2024): "The Power of Uniqueness: Enhancing Competitiveness through Concept Modelling and the Identification of Unique Travel Experiences." Proc. HICSS-57, Hawaii International Conference on System Sciences, Jan 3-6, 2024, Hawaii, USA.

• Nguyen Ngo Cong Thanh and Jacob L. Cybulski (2023): "Investigation of Barren Plateaus in Quantum Neural Network Development." Presented at 10th International Congress on Industrial and Applied Mathematics (ICIAM 2023), Waseda University, Tokyo, Japan, Poster 13568, August 20-25, 2023.

• Thuc Nguyen, Lemai Nguyen, Huy Quan Vu and Jacob Cybulski (2022): "A Design Framework and AI System for Affective Destination Image Generation to Influence Tourists´ Emotional Response," In Proc. Australasian Conference on Information Systems (ACIS 2022), Melbourne, Australia.

• Morteza Namvar and Jacob L. Cybulski (2014): "BI-based organizations: A sensemaking perspective," In Proc. International Conference on Information Systems (ICIS 2014) New Zealand, Auckland.

• Jacob L. Cybulski, Susan Keller and Dilal Saundage (2014): "Metaphors in Interactive Visual Analytics", In Proc. of the 7th International Symposium on Visual Information Communication and Interaction(VINCI´14), Tony Huang (Ed.). ACM, New York, NY, USA.

• Rozycki, Edyta, Keller, Susan and Cybulski, Jacob (2012): "Business process affordances through the lens of activity theory", in Lamp, John (eds), ACIS 2012 : Location, Location, Location : Proc. of the 23rd Australasian Conference on Information Systems 2012, pp. 1-10, ACIS, Geelong, Vic.

• Belinda Fridey, Jacob L. Cybulski and Lemai Nguyen (2010): "Transforming value perception in music information systems", in Proc. of the 16th Americas Conference on Information Systems, AMCIS´2010, ref. AMCIS-0534-2010.R1., Lima, Peru.

• Linden, Tanya and Cybulski, Jacob (2009): "Knowledge creation in an application domain: a hermeneutic study", in Proc. of the 6th International Conference on Knowledge Management: Managing knowledge for global and collaborative innovations, ICKM´2009, pp. 1-13, Hong Kong, China.

• Belinda Moloney, Jacob L. Cybulski and Lemai Nguyen (2008): "Value perception in music information systems", in Annette Mills & Sid Huff (eds), Proc. of the Australasian Conference on Information Systems, ACIS´2008, University of Canterbury, New Zealand.

• Nguyen, L. and Cybulski, J. (2008): "Into the Future: Inspiring and Stimulating Users´ Creativity", in Wayne Juang & Hock Hai Teo (eds), Proc. of the 12th Pacific Asia Conference on Information Systems, PACIS´2008, Hong Kong, China.

• Price J, Cybulski J (2007): "The Influence of Neo-Tribalism on Participatory Design". Proc. of the Fifteenth European Conference on Information Systems, ECIS´2007 (Osterle H, Schelp J, Winter R eds.), pp 795-806, University of St. Gallen, St. Gallen, Switzerland.

• Cybulski, J., Parker, C. and Segrave, S. (2006): "Touch it, feel it and experience it: Developing professional IS skills using interview-style experiential simulations", in Andy Koronios et al (ed.), Proc. of the ACIS 2006 Proc. of the 17th Australasian Conference on Information Systems, University of South Australia, Adelaide, South Australia.

• Cybulski, J., Parker, C. and Segrave, S. (2006): "Using constructivist experiential simulations in RE education", in Didar Zowghi & Lemai Nguyen (eds), Proc. of the 11th Australian Workshop on Requirements Engineering, pp. 1-10, University of South Australia, South Australia. Best Paper Award.

• Linden, T. and Cybulski, J. (2006): "Refining the Process of Sharing Problem-Solving Experience across Domain: A Hermeneutic Study", in AIS (ed.), Proc. of the Americas Conference on Information Systems, AMCIS´2006, pp. 1-10, Association for Information Systems, United States.

• Price, J. and Cybulski, J. (2006): "The Importance of IS Stakeholder Perspectives and Perceptions to Requirements Negotiation", in Didar Zowghi & Lemai Nguyen (eds), Proc. of the 11th Australian Workshop on Requirements Engineering, University of South Australia, South Australia.

• Sparrow, L., Nguyen, L. and Cybulski, J. (2006): "The Slow Wheels of Requirements Engineering Research: Responding to the Challenge of Societal Change", in Didar Zowghi & Lemai Nguyen (eds), Proc. of the 11th Australian Workshop on Requirements Engineering, pp. 1-9, University of South Australia, South Australia.

• Stas Lukaitis and Jacob L. Cybulski (2005): "The Role of Stakeholder Understanding in Aligning IT with Business Objectives", in Proc. 1st International Workshop on Requirements Engineering for Business Need and IT Alignment REBNITA´2005, Paris, France, 29-30 August.

• Jacob L. Cybulski and Stas Lukaitis (2005): "The Impact of Communications and Understanding on the Success of Business / IT Alignment", in Proc. Australasian Conference on Information Systems ACIS´2005, Manly, Sydney, Australia, 30 November-2 December.

• Jenny Price and Jacob L. Cybulski (2005): "Stakeholder Bargaining Behaviour - The Social Backbone of Communication, Negotiation and Consensus as Used for Information System Requirements Elicitation", in Proc. Tenth Australian Workshop on Requirements Engineering, AWRE´2005, Melbourne, 22 November.

• Shaun Dallman, Lemai Nguyen, John Lamp, and Jacob Cybulski (2005): "Contextual Factors which Influence Creativity in Requirements Engineering", Proceedings of 13th European Conference on Information Systems ECIS´2005, 26-28 May, Regensburg, Germany.

• Jenny Price and Jacob L. Cybulski (2004): "Influence of Stakeholder Communication on Consensus Making in Requirements Elicitation", in Proc. Ninth Australian Workshop on Requirements Engineering, AWRE´2004, Adelaide, Australia, 6-7 December 2004. Best Paper.

Selected Chapters in Books

• Tanya Linden and Jacob L. Cybulski (2016): "Applications of hermeneutics to studying an experience mining process", in Leslie P. Willcocks, Chris Sauer and Mary C. Lacity (eds), Enacting Research Methods in Information Systems, Volume 2, Springer, pp 40-83. (Reprinted among the best papers in the 30 year history of Journal of Information Technology, original paper in Vol 24, pp. 231-250.)

• Lemai Nguyen and Jacob L. Cybulski, J. (2008): "Learning to Become a Creative Systems Analyst", in Dylan Schmorrow, Joseph Cohn and Denise Nicholson (eds), The PSI Handbook of Virtual Environments for Training and Education, pp. 208-226, Praeger Security International, Westport, Connecticut.

• Jacob L. Cybulski and Pradip Sarkar (2005): "Requirements Engineering for Web-Based Information Systems", In Aybüke Aurum and Claes Wohlin (Eds), Engineering and Managing Software Requirements, Springer, Ch 15, pp 327-349.

• Jacob L. Cybulski and Karl Reed (2000): "Requirements Classification and Reuse: Crossing Domain Boundaries", William B. Frakes (Ed), Software Reuse: Advances in Software Reusability, Lecture Notes in Computer Science, Vol 1844, Springer, pp 190-210.

Abstract

Research Reports

• Jacob Cybulski, Olivera Marjanovic, Dineli Mather, Susan Keller, Dilal Saundage, Lasitha Dharmasena and Judy Munro (2015): "Enhancing collaborative learning in information systems business analytics using data visualisation and manipulation techniques", Final report for project ID12-2407, Office for Learning and Teaching, Australia. (Draft)
  Also an Achievement statement (Draft)

• Jacob Cybulski, Dale Holt, Stephen Segrave, David O´Brien, Judy Munro, Brian Corbitt, Ross Smith, Martin Dick, Ian Searle, Hossein Zadeh, Pradipta Sarkar, Mike Keppell, Deb Murdoch and Ben Bradley (2010): "Building academic staff capacity for using eSimulations in professional education for experience transfer" Final Report, Resource Library, Australian Learning and Teaching Council, Australia.
  Also a Resource guide