Professor Joseph Davis

Ph.D in Information Systems, University of Pittsburgh, USA (1985)

Professor of Information Systems and Services
Director of Knowledge Discovery and Management Research Group
Theme Leader - Service Computing, Centre for Distributed and High Performance Computing
School of Information Technologies

J12 - The School of Information Technologies
The University of Sydney

Telephone +61 2 9351 4291
Fax +61 2 9351 3838

Website School of Information Technologies

Centre for Distributed and High Performance Computing

Biographical details

Professor Davis focuses on the creation, structuring, sharing and utilisation of knowledge within organisations. "Through supervising my research group and teaching, I can share the knowledge and expertise gained throughout my career to foster the next generation of researchers and IT professionals in knowledge management."

Professor Davis is a board member for Service Science Society of Australia and a senior research advisor to Silicon Valley statup get@app.

Research interests

Professor Joseph Davis’ primary research interests relate to knowledge management, ontologies and semantic web, crowdsourcing and service computing.

"Knowledge exists in multiple forms. It can be deeply tacit, built up by humans through years of experience in solving problems in particular domains, or buried in very large datasets and document collections.

"At the heart of my research is the problem of extracting, using and sharing useful knowledge by individuals, groups and organisations.

"The recognition that valid and useful knowledge is one of the most critical resources available to humankind is something that drives my research. I am excited by the opportunities afforded by the emergence and evolution of the internet and the World Wide Web, and by the subsequent large-scale digital capture and wide availability of 'big data'. My work involves developing new and more effective methods of extracting and deploying useful knowledge from such data.

"I am also passionate about ensuring that the results of such work are made available to a wide range of stakeholders.

"My crowdsourcing research involves the design and deployment of hybrid systems that integrates the distinctive strengths of both machine and human computation in order to solve complex problems that are extremely difficult to be solved exclusively by machines or humans.

"I have been an active researcher in this field for nearly three decades, and joined the University of Sydney in 2000. The research environment here is conducive is performing high-quality research. There are also many opportunities for collaboration with other researchers at the University, nationally and internationally, as well as some very high-calibre research students from different parts of the world."

Teaching and supervision

INFO5991 - Services Science Management and Engineering

INFO6007 - Project Management in IT

ISYS3400 - Information Systems Project

ISYS3401 - Analytical Methods & Information Systems

ISYS5050 - Knowledge Management Systems

Associations

  • Member, Program Committee, Workshop on Information Technology and Systems, December 15-16, 2012, Orlando FL.
  • Member, Program Committee, Workshop on Conceptual Modeling for the Next Generation of Services Computing - CMSC 2012 (International Conference on Service Oriented Computing - ICSOC2012).
  • International Program Committe, Service Research and Innovation Institute (SRII) Global Conference, July 24-27, 2012, San Jose, CA.
  • Member, Program Commitee, First International Workshop on Service Modelling and Representation Techniques - SMART 2010, Ghent, Belgium http://www.cockpit-project.eu/smart2010
  • Member, Program Commitee, First International Conference on Services for Emerging Markets, Sep 2010, Hyderabad, India http://www.isb.edu/ICSEM2010/
  • Member, Program Committee, 29th International Conference on Conceptual Modeling, Vancouver,Canada (ER 2010) http://www.er2010.sauder.ubc.ca/
  • Member, Program Committee, 20th Workshop on Information Technologies and Systems (WITS'10) , St. Louis , MO, USA, Dec 2010
  • Member, Program Committee, 7th International Conference on Services computing, IEEE SCC 2010, Miami, FL, USA
  • Member, Program Committee, 8th International Conference on Service Oriented Computing, December 2010, San Francisco, California
  • Member, Program Committee, IEEE Conference on Service Computing (SCC- 2009/2010).

Selected grants

2011

  • EPFL & University of Sydney Information Technologies; Davis J; DVC International/IPDF Grant.

2008

  • Information Technology Investments, Complementary Organisational Mechanisms, and Business Value: A Disaggregated Approach; Davis J; University of Sydney/Bridging Support.
  • A model for innovative postgraduate education in information technology (IT)-enabled services; Davis J; University of Sydney/Teaching Improvement and Equipment Scheme (TIES).

2007

  • Advanced remote access to self describing scientific instruments and their data; Turner P, Chiu K, Atkinson I, Coddington P, Davis J, Frey J, Gerson, A, Levy D, Hauser N, McMullen D, Chiu K, Wendleborn A; University of Sydney/Bridging Support.

2003

  • Knowledge Management and the Global Firm: Organisational and Technological Dimensions; Davis J, Subrahmanian E, Westerberg A; Carnegie Bosch Institute/Grant.

2002

  • Workflow Model-Based: Just-in-Time Workplace Training; Davis J, Kay J, Yacef K; Smart Internet Technology Cooperative Research Centre/Cooperative Research Centres.
  • Knowledge acquisition and Machine Learning, Smart Personal Assistant Project 01; Takatsuka M, Yacef K, Tobias J, Davis J, Kay J, Koprinska I, Poon J; Smart Internet Technology Cooperative Research Centre/Cooperative Research Centres.
  • Workflow Based Just-In-Time Workplace Training; Tobias J, Kay J, Davis J; Smart Internet Technology Cooperative Research Centre/BLO Project.

2001

  • Natural Adaptive User Interface Prototype, NAUI-Project 01; Davis J, Koprinska I, Poon J, Takatsuka M, Yacef K, Kay J, Tobias J; Smart Internet Technology Cooperative Research Centre/BLO Project.

1999

  • Formal methods in software requirements engineering; Ghose A, Davis J; Australian Research Council (ARC)/Discovery Projects (DP).

Selected publications

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Edited Books

  • Davis, J., Demirkan, H., Motahari-Nezhad, H. (2014). Service Research and Innovation. Switzerland: Springer.
  • Davis, J., Subrahmanian, E., Westerberg, A. (2005). Knowledge Management: Organisational and Technological Dimensions. Germany: Physica-Verlag (a Springer Company).

Book Chapters

  • Moghaddam, M., Davis, J. (2014). Service Selection in Web Service Composition: A Comparative Review of Existing Approaches. In Athman Bouguettaya, Quan Z. Sheng, Florian Daniel (Eds.), Web Services Foundations, (pp. 321-346). New York: Springer New York LLC.
  • Zhou, Y., Davis, J. (2007). Analysis of Weblog Link Structure - A Community Perspective. In Joachim Filipe, José Cordeiro, Vitor Pedrosa (Eds.), Web Information Systems and Technologies, (pp. 307-320). Germany: Springer.
  • De Souza, K., Davis, J., Evangelista, S. (2006). Aligning ontologies, evaluating concept similarities and visualizing results. In S.Spaccapietra, P.Atzeni, W.W.Chu, T.Catarci, K.P. Sycara (Eds.), Journal on Data Semantics V, (pp. 211-236). Berlin, Heidelberg, New York: Springer.
  • de Souza, K., Davis, J. (2005). Expanding Queries in Knowledge Management Systems. In Radoslaw Piotr Katarzyniak (Eds.), Ontologies and Soft Methods in Knowledge Management, (pp. 3-18). Australia: Advanced Knowledge International Pty Ltd.
  • Davis, J., Westerberg, A., Subrahmanian, E. (2005). Knowledge Management: Conceptual Foundations, Emerging Directions. In Davis, Joseph; Subrahmanian, Eswaran; Westerberg, Art (Eds.), Knowledge Management: Organizational and Technological Dimensions, (pp. 1-20). Germany: Physica-Verlag (a Springer Company).

Journals

  • Davis, J. (2011). From Crowdsourcing to Crowdservicing. IEEE Internet Computing, 15(3), 92-94. [More Information]
  • Pires, P., Delicato, F., Cobe, R., Batista, T., Davis, J., Song, J. (2011). Integrating ontologies, model driven, and CNL in a multi-viewed approach for requirements engineering. Requirements Engineering, 16(2), 133-160. [More Information]
  • Pandey, G., Chawla, S., Poon, S., Arunasalam, B., Davis, J. (2009). Association Rules Network: Definition and Applications. Statistical Analysis and Data Mining, 1(4), 260-279.
  • Poon, S., Davis, J., Choi, B. (2009). Augmenting productivity analysis with data mining: An application on IT business value. Expert Systems with Applications, 36(2, Part 1), 2213-2224. [More Information]
  • Choi, B., Poon, S., Davis, J. (2008). Effects of knowledge management strategy on organizational performance: A complementarity theory-based approach. OMEGA International Journal of Management Science, 36(2), 235-251. [More Information]
  • Zou, F., Davis, J. (2008). Improving software reliability modeling using machine learning techniques. International Journal Of Software Engineering And Knowledge Engineering, 18(7), 965-986.
  • Davis, J., Subrahmanian, E., Westerberg, A. (2005). The "global" and the "local" in knowledge management. Journal of Knowledge Management, 9(1), 101-112.
  • Lee, M., Davis, J. (2003). Evolution of open source software: a study of the Samba project. Systemes d'Information et Management, 8(1), 43-62.
  • Chawla, S., Arunasalam, B., Davis, J. (2003). Mining Open Source Software(OSS) Data using Association Rules Network. Lecture Notes in Computer Science (LNCS), 2637, 461-466.
  • Davis, J., Subrahmanian, E., Konda,, S., Granger, H., Collins,, M., Westerberg, A. (2001). Creating shared information spaces to support collaborative design work. INFORMATION SYSTEMS FRONTIERS, 3 No. 3, 377-391.

Conferences

  • Meymandpour, R., Davis, J. (2014). Linked Data Informativeness. The 15th Asia-Pacific Web Conference (APWeb). Springer.
  • Rahmanian, B., Davis, J. (2014). User interface design for crowdsourcing systems. AVI 2014 International Working Conference on Advanced Visual Interfaces, New York: ACM Digital Library. [More Information]
  • Moghaddam, M., Davis, J., Viglas, A. (2013). A Combinatorial Auction Model for Composite Service Selection Based on Preferences and Constraints. 2013 IEEE 10th International Conference on Services Computing (SCC 2013), Piscataway, United States: IEEE Computer Society. [More Information]
  • Aljawder, M., Davis, J. (2013). A Contingent Model of Project Organization and Management. 19th Americas Conference on Information Systems AMCIS 2013, Atlanta: Association for Information Systems (AIS).
  • Rahmanian, B., Davis, J. (2013). Crowdsourcing, Cognitive Load, and User Interface Design. 24th Australasian Conference on Information Systems (ACIS2013), Melbourne, Australia: RMIT University.
  • Meymandpour, R., Davis, J. (2013). Linked Data Informativeness. 15th Asia-Pacific Web Conference on Web Technologies and Applications (APWeb 2013), Berlin: Springer. [More Information]
  • Zamani, L., Davis, J. (2012). Modeling Service Interaction Networks. 18th Americas Conference on Information Systems AMCIS 2012, Seattle, United States: Association for Information Systems (AIS).
  • Meymandpour, R., Davis, J. (2012). Recommendations Using Linked Data. 21st ACM International Conference on Information and Knowledge Management (CIKM12), New York: Association for Computing Machinery (ACM). [More Information]
  • Zamani, L., Davis, J. (2011). Analyzing Service Interaction Network Effectiveness. 2011 Annual SRII Global Conference, San Jose: IEEE Xplore. [More Information]
  • Wong, W., Davis, J. (2011). BoostPred: An automatic demand predictor for the cloud. IEEE 9th International Conference on Dependable, Autonomic and Secure Computing DASC 2011, Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wong, W., Davis, J. (2011). Collaborative Learning in Uncertain Environments. 1st International Workshop on Collaborative Agents - REsearch and Development (CARE 2009), Heidelberg, Germany: Springer. [More Information]
  • Lin, H., Davis, J. (2011). OntoAssist: Leveraging Crowds for Ontology-Based Search. 12th International Conference on Web Information System Engineering, WISE 2011, Berlin: Springer. [More Information]
  • Paik, H., Rabhi, F., Benatallah, B., Davis, J. (2011). Service Learning and Teaching Foundry: A Virtual SOA/BPM Learning and Teaching Community. 8th International Conference on Business Process Management 2010, Heidelberg, Germany: Springer. [More Information]
  • Davis, J., Lin, H. (2011). Web 3.0 and Crowdservicing. 17th Americas Conference On Information Systems AMCIS 2011, United States: Association for Information Systems (AIS).
  • Song, J., Zhou, Y., Jung, H., Davis, J. (2010). Adding Context to Social Tagging Systems. 21st Australasian Conference for Information Systems ACIS 2010 - Information Systems: Defining and Establishing a High Impact Discipline, Brisbane Australia: AIS Electronic Library (AISeL).
  • Lin, H., Davis, J. (2010). Computational and Crowdsourcing Methods for Extracting Ontological Structure from Folksonomy. 7th Extended Semantic Web Conference (ESWC 2010), Berlin Heidelberg: Springer.
  • Lin, H., Davis, J., Zhou, Y. (2010). Ontological Services Using Crowdsourcing. 21st Australasian Conference for Information Systems ACIS 2010 - Information Systems: Defining and Establishing a High Impact Discipline, Brisbane Australia: AIS Electronic Library (AISeL).
  • Stern, A., Davis, J. (2010). Under-representation in SLAs for Global IT-centric Services. 43rd Hawaii International Conference on Systems Sciences HICSS-43 2010, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Lin, H., Davis, J., Zhou, Y. (2009). An Integrated Approach to Extracting Ontological Structures from Folksonomies. 6th European Semantic Web Conference, ESWC 2009, Berlin Heidelberg: Springer.
  • Davis, J., Ganeshan, S. (2009). Aversion to Loss and Information Overload: An Experimental Investigation. Thirtieth International Conference on Information Systems ICIS 2009, United States: Association for Information Systems (AIS).
  • Wong, W., Davis, J. (2009). Effective Knowledge Sharing in Service Systems. 2009 IEEE International Conference on Services Computing (SCC 2009), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Lin, H., Davis, J., Zhou, Y. (2009). Integration of Computational and Crowd-Sourcing Methods for Ontology Extraction. 5th International Conference on Semantics, Knowledge and Grid SKG 2009, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zou, F., Davis, J. (2008). A Model of Bug Dynamics for Open Source Software. Second IEEE International Conference on Secure System Integration and Reliability Improvement, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zou, F., Davis, J. (2008). Analyzing and Modeling Open Source Software Bug Report Data. 19th Australian Software Engineering Conference ASWEC 2008, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Poon, S., Choi, B., Davis, J. (2007). Analyzing and Testing Knowledge Management Complementarity Structures. Eleventh Pacific Asia Conference on Information Systems (PACS 2007), Auckland, New Zealand: School of Business, The University of Auckland.
  • Poon, S., Eugster, M., Davis, J., Choi, B. (2007). Different Perspectives on IT Business Value: An Integrative Approach. 18th Australasian Conference on Information Systems (ACIS 2007), Toowoomba, Australia: University of Southern Queensland.
  • Zhou, Y., Davis, J. (2007). Discovering Web Communities in the Blogspace. 40th Annual Hawaii International Conference on System Sciences 2007, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chung, K., Hossain, L., Davis, J. (2007). Individual Performance in Knowledge Intensive Work through Social Networks. 45th Annual COmputer Personnel Research Conference (ACM SIGMIS-CPR 2007), USA: Association for Computing Machinery (ACM).
  • Hasan-Murshed, S., Davis, J., Hossain, L. (2007). Social Network Analysis and Organizational Disintegration: The Case of Enron Corporation. 28th International Conference on Information Systems (ICIS 2007), Canada: Association for Information Systems (AIS).
  • Zou, F., Davis, J. (2006). A Support Vector Machine Approach to Software Validation. 4th Workshop on Systems Testing and Validation 2006 (STV06), Germany: Fraunhofer IRB Verlag.
  • Zhou, Y., Davis, J. (2006). Analysis of Weblog Link Structure - A Community Perspective. Second International Conference on Web Information Systems and Technologies (WEBIST 2006), Portugal: INSTICC Press, Portugal.
  • Cacayan, B., Davis, J., Patrick, J., Zhou, Y. (2006). Automated Ontology Mapping: A Multi-Level Approach. HIC 2006 - Bridging the Digital Divide: Clinician, consumer, computer. HINZ 2006 - Primary Care & Beyond: Building the e-Bridge to Integrated Care, Brunswick East, Victoria: Health Informatics Society of Australia (HISA).
  • Zhou, Y., Davis, J. (2006). Community Discovery and Analysis in Blogspace. WWW 2006, United Kingdom: Association for Computing Machinery (ACM).
  • Poon, S., Davis, J., Peters, G. (2006). Convergence or coalescence? Information Technology and the Reshaping of Industry Boundaries. 14th European Conference on Information Systems ECIS 2006, Sweden: Goteborg University.
  • Salam, M., Illingworth, P., Davis, J. (2005). Applications of Data Mining Techniques in Assisted Reproductive Technology. 16th Australasian Conference on Information Systems (ACIS 2005), Australia: Australian Chapter of the Association for Information Systems.
  • Chung, K., Hossain, L., Davis, J. (2005). Exploring Sociocentric and Egocentric Approaches for Social Network Analysis. Knowledge Management in Asia Pacific (KMAP) 2005 :Building a Knowledge Society: Linking Government, Business, Academia and the Community, New Zealand: University of Wellington.
  • Zhou, Y., Davis, J. (2005). Open source software reliability model: an empirical approach. The 5th Workshop on Open Source Software Engineering, USA: Association for Computing Machinery (ACM).
  • Chung, K., Hossain, L., Davis, J. (2005). Social Networks and ICT use correlates to Individual Performance. Applications of Social Network Analysis 2005, NA, Online proceedings: NA, Online proceedings.
  • De Souza, K., Davis, J., Evangelista, S., Souza, M., Moura, M., dos Santos, A. (2005). The Evolution of Knowledge Representation within Embrapa's Information Agency. EFITA WCCA 2005 Joint Conference 5th Conference of the European Federation for Information Technology in Agriculture, Food and Environment and the 3rd World Congress on Computers in Agriculture and Natural Resources, NA, Online proceedings: NA, Online proceedings.
  • Poon, S., Davis, J., Choi, B. (2005). Understanding Information Technology Complementarities Using an Augmented Endogenous Growth Framework. 26th International Conference on Information Systems (ICIS 2005), Atlanta, Georgia: Association for Information Systems (AIS).
  • De Souza, K., Davis, J. (2004). Aligning Ontologies And Evaluating Concept Similarities. The 3rd International Conference on Ontologies, DataBases, and Applications of Semantics for Large Scale Information Systems (ODBASE). Springer.
  • De Souza, K., Davis, J. (2004). Aligning Ontologies Through Formal Concept Analysis. Sixth International Conference on Information Integration and Web-Based Applications and Services (iiWAS2004), Austria: Oesterreichische Computer Gesellschaft.
  • Stern, A., Davis, J. (2004). Extending The Web Services Model To It Services. 2004 IEEE International Conference on Web Services (ICWS 2004), Los Alamitos, California, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chawla, S., Davis, J., Pandey, G. (2004). On Local Pruning Of Association Rules Using Directed Hypergraphs. 20th International Conference on Data Engineering, 2004, Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers.
  • De Souza, K., Davis, J., Souza, M. (2004). Organizing Information For The Agribusiness Sector: Embrapa's Information Agency. 2004 International Conference on Digital Archive Technologies (ICDAT2004), Taipei: Academia Sinica.
  • Poon, S., Davis, J. (2004). The Economic Contribution Of Software: An Alternative Perspective On The Productivity Paradox. 25th International Conference on Information Systems (ICIS 2004), Online: Association for Information Systems (AIS).
  • De Souza, K., Davis, J. (2004). Using An Aligned Ontology To Process User Queries. AIMSA 2004: Conference on Artificial Intelligence: Methodology, Systems, Applications, Heidelberg: Springer.
  • Stern, A., Davis, J. (2003). A service view of Information Technology: taxonomy of IT services. 14th Australian Conference on Information Systems, CD: Edith Cowan Univesity, We-B centre.
  • Stern, A., Davis, J. (2003). A taxonomy of Information Technology services: web services as IT services. Forum Session: 1st International Conference on Service Oriented Computing. Academic Press.
  • Zappavigna-Lee, M., Patrick, J., Davis, J., Stern, A. (2003). Assessing knowledge management services through discourse analysis. 7th Pacific Asia Conference on Information Systems, Adelaide: Pacis.
  • Poon, S., Davis, J. (2003). Estimating the impact of information technology investments on Australian productivity. 14th Australian Conference on Information Systems, CD: Edith Cowan Univesity, We-B centre.
  • Poon, S., Davis, J. (2002). Analysing Information Technology Productivity Paradox in the Australian Context. Thirteenth Australiasian Conference on Information Systems, Melbourne, Australia: School of Information Systems, Victoria University.
  • Davis, J., Kay, J., Lin, X., Poon, J., Quigley, A., Saunders, G., Yacef, K. (2002). Workflow based Just-in-time Training. ADCS '02 The Seventh Australasian Document Computing Symposium, Sydney, Australia: School of Information Technologies, University of Sydney.

2014

  • Meymandpour, R., Davis, J. (2014). Linked Data Informativeness. The 15th Asia-Pacific Web Conference (APWeb). Springer.
  • Davis, J., Demirkan, H., Motahari-Nezhad, H. (2014). Service Research and Innovation. Switzerland: Springer.
  • Moghaddam, M., Davis, J. (2014). Service Selection in Web Service Composition: A Comparative Review of Existing Approaches. In Athman Bouguettaya, Quan Z. Sheng, Florian Daniel (Eds.), Web Services Foundations, (pp. 321-346). New York: Springer New York LLC.
  • Rahmanian, B., Davis, J. (2014). User interface design for crowdsourcing systems. AVI 2014 International Working Conference on Advanced Visual Interfaces, New York: ACM Digital Library. [More Information]

2013

  • Moghaddam, M., Davis, J., Viglas, A. (2013). A Combinatorial Auction Model for Composite Service Selection Based on Preferences and Constraints. 2013 IEEE 10th International Conference on Services Computing (SCC 2013), Piscataway, United States: IEEE Computer Society. [More Information]
  • Aljawder, M., Davis, J. (2013). A Contingent Model of Project Organization and Management. 19th Americas Conference on Information Systems AMCIS 2013, Atlanta: Association for Information Systems (AIS).
  • Rahmanian, B., Davis, J. (2013). Crowdsourcing, Cognitive Load, and User Interface Design. 24th Australasian Conference on Information Systems (ACIS2013), Melbourne, Australia: RMIT University.
  • Meymandpour, R., Davis, J. (2013). Linked Data Informativeness. 15th Asia-Pacific Web Conference on Web Technologies and Applications (APWeb 2013), Berlin: Springer. [More Information]

2012

  • Zamani, L., Davis, J. (2012). Modeling Service Interaction Networks. 18th Americas Conference on Information Systems AMCIS 2012, Seattle, United States: Association for Information Systems (AIS).
  • Meymandpour, R., Davis, J. (2012). Recommendations Using Linked Data. 21st ACM International Conference on Information and Knowledge Management (CIKM12), New York: Association for Computing Machinery (ACM). [More Information]

2011

  • Zamani, L., Davis, J. (2011). Analyzing Service Interaction Network Effectiveness. 2011 Annual SRII Global Conference, San Jose: IEEE Xplore. [More Information]
  • Wong, W., Davis, J. (2011). BoostPred: An automatic demand predictor for the cloud. IEEE 9th International Conference on Dependable, Autonomic and Secure Computing DASC 2011, Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wong, W., Davis, J. (2011). Collaborative Learning in Uncertain Environments. 1st International Workshop on Collaborative Agents - REsearch and Development (CARE 2009), Heidelberg, Germany: Springer. [More Information]
  • Davis, J. (2011). From Crowdsourcing to Crowdservicing. IEEE Internet Computing, 15(3), 92-94. [More Information]
  • Pires, P., Delicato, F., Cobe, R., Batista, T., Davis, J., Song, J. (2011). Integrating ontologies, model driven, and CNL in a multi-viewed approach for requirements engineering. Requirements Engineering, 16(2), 133-160. [More Information]
  • Lin, H., Davis, J. (2011). OntoAssist: Leveraging Crowds for Ontology-Based Search. 12th International Conference on Web Information System Engineering, WISE 2011, Berlin: Springer. [More Information]
  • Paik, H., Rabhi, F., Benatallah, B., Davis, J. (2011). Service Learning and Teaching Foundry: A Virtual SOA/BPM Learning and Teaching Community. 8th International Conference on Business Process Management 2010, Heidelberg, Germany: Springer. [More Information]
  • Davis, J., Lin, H. (2011). Web 3.0 and Crowdservicing. 17th Americas Conference On Information Systems AMCIS 2011, United States: Association for Information Systems (AIS).

2010

  • Song, J., Zhou, Y., Jung, H., Davis, J. (2010). Adding Context to Social Tagging Systems. 21st Australasian Conference for Information Systems ACIS 2010 - Information Systems: Defining and Establishing a High Impact Discipline, Brisbane Australia: AIS Electronic Library (AISeL).
  • Lin, H., Davis, J. (2010). Computational and Crowdsourcing Methods for Extracting Ontological Structure from Folksonomy. 7th Extended Semantic Web Conference (ESWC 2010), Berlin Heidelberg: Springer.
  • Lin, H., Davis, J., Zhou, Y. (2010). Ontological Services Using Crowdsourcing. 21st Australasian Conference for Information Systems ACIS 2010 - Information Systems: Defining and Establishing a High Impact Discipline, Brisbane Australia: AIS Electronic Library (AISeL).
  • Stern, A., Davis, J. (2010). Under-representation in SLAs for Global IT-centric Services. 43rd Hawaii International Conference on Systems Sciences HICSS-43 2010, United States: (IEEE) Institute of Electrical and Electronics Engineers.

2009

  • Lin, H., Davis, J., Zhou, Y. (2009). An Integrated Approach to Extracting Ontological Structures from Folksonomies. 6th European Semantic Web Conference, ESWC 2009, Berlin Heidelberg: Springer.
  • Pandey, G., Chawla, S., Poon, S., Arunasalam, B., Davis, J. (2009). Association Rules Network: Definition and Applications. Statistical Analysis and Data Mining, 1(4), 260-279.
  • Poon, S., Davis, J., Choi, B. (2009). Augmenting productivity analysis with data mining: An application on IT business value. Expert Systems with Applications, 36(2, Part 1), 2213-2224. [More Information]
  • Davis, J., Ganeshan, S. (2009). Aversion to Loss and Information Overload: An Experimental Investigation. Thirtieth International Conference on Information Systems ICIS 2009, United States: Association for Information Systems (AIS).
  • Wong, W., Davis, J. (2009). Effective Knowledge Sharing in Service Systems. 2009 IEEE International Conference on Services Computing (SCC 2009), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Lin, H., Davis, J., Zhou, Y. (2009). Integration of Computational and Crowd-Sourcing Methods for Ontology Extraction. 5th International Conference on Semantics, Knowledge and Grid SKG 2009, United States: (IEEE) Institute of Electrical and Electronics Engineers.

2008

  • Zou, F., Davis, J. (2008). A Model of Bug Dynamics for Open Source Software. Second IEEE International Conference on Secure System Integration and Reliability Improvement, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zou, F., Davis, J. (2008). Analyzing and Modeling Open Source Software Bug Report Data. 19th Australian Software Engineering Conference ASWEC 2008, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Choi, B., Poon, S., Davis, J. (2008). Effects of knowledge management strategy on organizational performance: A complementarity theory-based approach. OMEGA International Journal of Management Science, 36(2), 235-251. [More Information]
  • Zou, F., Davis, J. (2008). Improving software reliability modeling using machine learning techniques. International Journal Of Software Engineering And Knowledge Engineering, 18(7), 965-986.

2007

  • Zhou, Y., Davis, J. (2007). Analysis of Weblog Link Structure - A Community Perspective. In Joachim Filipe, José Cordeiro, Vitor Pedrosa (Eds.), Web Information Systems and Technologies, (pp. 307-320). Germany: Springer.
  • Poon, S., Choi, B., Davis, J. (2007). Analyzing and Testing Knowledge Management Complementarity Structures. Eleventh Pacific Asia Conference on Information Systems (PACS 2007), Auckland, New Zealand: School of Business, The University of Auckland.
  • Poon, S., Eugster, M., Davis, J., Choi, B. (2007). Different Perspectives on IT Business Value: An Integrative Approach. 18th Australasian Conference on Information Systems (ACIS 2007), Toowoomba, Australia: University of Southern Queensland.
  • Zhou, Y., Davis, J. (2007). Discovering Web Communities in the Blogspace. 40th Annual Hawaii International Conference on System Sciences 2007, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chung, K., Hossain, L., Davis, J. (2007). Individual Performance in Knowledge Intensive Work through Social Networks. 45th Annual COmputer Personnel Research Conference (ACM SIGMIS-CPR 2007), USA: Association for Computing Machinery (ACM).
  • Hasan-Murshed, S., Davis, J., Hossain, L. (2007). Social Network Analysis and Organizational Disintegration: The Case of Enron Corporation. 28th International Conference on Information Systems (ICIS 2007), Canada: Association for Information Systems (AIS).

2006

  • Zou, F., Davis, J. (2006). A Support Vector Machine Approach to Software Validation. 4th Workshop on Systems Testing and Validation 2006 (STV06), Germany: Fraunhofer IRB Verlag.
  • De Souza, K., Davis, J., Evangelista, S. (2006). Aligning ontologies, evaluating concept similarities and visualizing results. In S.Spaccapietra, P.Atzeni, W.W.Chu, T.Catarci, K.P. Sycara (Eds.), Journal on Data Semantics V, (pp. 211-236). Berlin, Heidelberg, New York: Springer.
  • Zhou, Y., Davis, J. (2006). Analysis of Weblog Link Structure - A Community Perspective. Second International Conference on Web Information Systems and Technologies (WEBIST 2006), Portugal: INSTICC Press, Portugal.
  • Cacayan, B., Davis, J., Patrick, J., Zhou, Y. (2006). Automated Ontology Mapping: A Multi-Level Approach. HIC 2006 - Bridging the Digital Divide: Clinician, consumer, computer. HINZ 2006 - Primary Care & Beyond: Building the e-Bridge to Integrated Care, Brunswick East, Victoria: Health Informatics Society of Australia (HISA).
  • Zhou, Y., Davis, J. (2006). Community Discovery and Analysis in Blogspace. WWW 2006, United Kingdom: Association for Computing Machinery (ACM).
  • Poon, S., Davis, J., Peters, G. (2006). Convergence or coalescence? Information Technology and the Reshaping of Industry Boundaries. 14th European Conference on Information Systems ECIS 2006, Sweden: Goteborg University.

2005

  • Salam, M., Illingworth, P., Davis, J. (2005). Applications of Data Mining Techniques in Assisted Reproductive Technology. 16th Australasian Conference on Information Systems (ACIS 2005), Australia: Australian Chapter of the Association for Information Systems.
  • de Souza, K., Davis, J. (2005). Expanding Queries in Knowledge Management Systems. In Radoslaw Piotr Katarzyniak (Eds.), Ontologies and Soft Methods in Knowledge Management, (pp. 3-18). Australia: Advanced Knowledge International Pty Ltd.
  • Chung, K., Hossain, L., Davis, J. (2005). Exploring Sociocentric and Egocentric Approaches for Social Network Analysis. Knowledge Management in Asia Pacific (KMAP) 2005 :Building a Knowledge Society: Linking Government, Business, Academia and the Community, New Zealand: University of Wellington.
  • Davis, J., Westerberg, A., Subrahmanian, E. (2005). Knowledge Management: Conceptual Foundations, Emerging Directions. In Davis, Joseph; Subrahmanian, Eswaran; Westerberg, Art (Eds.), Knowledge Management: Organizational and Technological Dimensions, (pp. 1-20). Germany: Physica-Verlag (a Springer Company).
  • Davis, J., Subrahmanian, E., Westerberg, A. (2005). Knowledge Management: Organisational and Technological Dimensions. Germany: Physica-Verlag (a Springer Company).
  • Zhou, Y., Davis, J. (2005). Open source software reliability model: an empirical approach. The 5th Workshop on Open Source Software Engineering, USA: Association for Computing Machinery (ACM).
  • Chung, K., Hossain, L., Davis, J. (2005). Social Networks and ICT use correlates to Individual Performance. Applications of Social Network Analysis 2005, NA, Online proceedings: NA, Online proceedings.
  • Davis, J., Subrahmanian, E., Westerberg, A. (2005). The "global" and the "local" in knowledge management. Journal of Knowledge Management, 9(1), 101-112.
  • De Souza, K., Davis, J., Evangelista, S., Souza, M., Moura, M., dos Santos, A. (2005). The Evolution of Knowledge Representation within Embrapa's Information Agency. EFITA WCCA 2005 Joint Conference 5th Conference of the European Federation for Information Technology in Agriculture, Food and Environment and the 3rd World Congress on Computers in Agriculture and Natural Resources, NA, Online proceedings: NA, Online proceedings.
  • Poon, S., Davis, J., Choi, B. (2005). Understanding Information Technology Complementarities Using an Augmented Endogenous Growth Framework. 26th International Conference on Information Systems (ICIS 2005), Atlanta, Georgia: Association for Information Systems (AIS).

2004

  • De Souza, K., Davis, J. (2004). Aligning Ontologies And Evaluating Concept Similarities. The 3rd International Conference on Ontologies, DataBases, and Applications of Semantics for Large Scale Information Systems (ODBASE). Springer.
  • De Souza, K., Davis, J. (2004). Aligning Ontologies Through Formal Concept Analysis. Sixth International Conference on Information Integration and Web-Based Applications and Services (iiWAS2004), Austria: Oesterreichische Computer Gesellschaft.
  • Stern, A., Davis, J. (2004). Extending The Web Services Model To It Services. 2004 IEEE International Conference on Web Services (ICWS 2004), Los Alamitos, California, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chawla, S., Davis, J., Pandey, G. (2004). On Local Pruning Of Association Rules Using Directed Hypergraphs. 20th International Conference on Data Engineering, 2004, Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers.
  • De Souza, K., Davis, J., Souza, M. (2004). Organizing Information For The Agribusiness Sector: Embrapa's Information Agency. 2004 International Conference on Digital Archive Technologies (ICDAT2004), Taipei: Academia Sinica.
  • Poon, S., Davis, J. (2004). The Economic Contribution Of Software: An Alternative Perspective On The Productivity Paradox. 25th International Conference on Information Systems (ICIS 2004), Online: Association for Information Systems (AIS).
  • De Souza, K., Davis, J. (2004). Using An Aligned Ontology To Process User Queries. AIMSA 2004: Conference on Artificial Intelligence: Methodology, Systems, Applications, Heidelberg: Springer.

2003

  • Stern, A., Davis, J. (2003). A service view of Information Technology: taxonomy of IT services. 14th Australian Conference on Information Systems, CD: Edith Cowan Univesity, We-B centre.
  • Stern, A., Davis, J. (2003). A taxonomy of Information Technology services: web services as IT services. Forum Session: 1st International Conference on Service Oriented Computing. Academic Press.
  • Zappavigna-Lee, M., Patrick, J., Davis, J., Stern, A. (2003). Assessing knowledge management services through discourse analysis. 7th Pacific Asia Conference on Information Systems, Adelaide: Pacis.
  • Poon, S., Davis, J. (2003). Estimating the impact of information technology investments on Australian productivity. 14th Australian Conference on Information Systems, CD: Edith Cowan Univesity, We-B centre.
  • Lee, M., Davis, J. (2003). Evolution of open source software: a study of the Samba project. Systemes d'Information et Management, 8(1), 43-62.
  • Chawla, S., Arunasalam, B., Davis, J. (2003). Mining Open Source Software(OSS) Data using Association Rules Network. Lecture Notes in Computer Science (LNCS), 2637, 461-466.

2002

  • Poon, S., Davis, J. (2002). Analysing Information Technology Productivity Paradox in the Australian Context. Thirteenth Australiasian Conference on Information Systems, Melbourne, Australia: School of Information Systems, Victoria University.
  • Davis, J., Kay, J., Lin, X., Poon, J., Quigley, A., Saunders, G., Yacef, K. (2002). Workflow based Just-in-time Training. ADCS '02 The Seventh Australasian Document Computing Symposium, Sydney, Australia: School of Information Technologies, University of Sydney.

2001

  • Davis, J., Subrahmanian, E., Konda,, S., Granger, H., Collins,, M., Westerberg, A. (2001). Creating shared information spaces to support collaborative design work. INFORMATION SYSTEMS FRONTIERS, 3 No. 3, 377-391.

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