Cited By
View all- Margaria TFloyd B(2013)Simplicity in ITJournal of Integrated Design & Process Science10.5555/2692114.269211517:3(1-7)Online publication date: 1-Jul-2013
TRANSDISCIPLINARY SYNTHESIS AND COGNITION FRAMEWORKS
Abstract
Many disciplines are wrought with high levels of uncertainty and many unknowns including transdisciplinary design. Hence, to achieve some advancement within a discipline, we must provide aids in achieving mitigation of complexity and increasing understanding. We achieve this by investigating beyond the boundaries of the existing discipline's design concepts. This means stretching the boundaries of knowledge by traditional observation and analysis known as hard work using "elbow-grease" or reviewing those methods and processes of other disciplines, which might have applicability to our discipline's domain. Therefore, we addresses the challenge of minimizing ambiguity and fuzziness of understanding in large volumes of complex transdisciplinary information content and explore transdisciplinary synthesis via cognition based frameworks, for improving actionable decisions. Specifically, Recombinant Knowledge Assimilation RNA & Artificial Cognitive Neural Framework ACNF which recombine and assimilate knowledge based in human cognitive processes, formulated and embedded in a neural network of genetic algorithms and stochastic decision making, towards minimizing ambiguity and maximizing clarity. Thus, we introduce trans-disciplinary concepts, for application to specific problem sets, in order to achieve qualitative solutions for the large volumes of complex interconnected data and applications, which exist today.
References
[1]
M. Ali, "Metrics for requirements engineering," UMEA University, 2006.
[2]
J. R. Anderson, Cognitive psychology and its implications: John r. Anderson: Worth Pub, 2004.
[3]
J. Anderson, Cognitive psychology and its implications: John r. Anderson: Worth Pub, 2004.
[4]
D. Ausubel, J. Novak, and H. Hanesian, Educational psychology: A cognitive view: Holt Rinehart and Winston, 1978.
[5]
D. Beckett and B. McBride, "Rdf/xml syntax specification (revised)," W3C Recommendation, vol. 10, 2004.
[6]
G. Booch, Object-oriented analysis and design. New York: Addison-Wesley, 1996.
[7]
L. Brillouin, Science and information theory: Dover, 2004.
[8]
J. Coutaz, J. Crowley, S. Dobson, and D. Garlan, "Context is key," Communications of the ACM, vol. 48, pp. 53, 2005.
[9]
Crowder, J. A., "Integrating an Expert System into a Neural Network with Genetic Programming for Process Planning." NSA Technical Paper, 2001.
[10]
Crowder, J. A., "Machine Learning: Intuition (Concept) Learning in Hybrid Genetic/Fuzzy/Neural Systems." NSA Technical Paper, 2003. Measurement Science & Technology, Vol. 10, pp. 706-716.
[11]
Crowder, J., "Artificial Emotions and Emotional," Proceedings of the International Conference on Artificial Intelligence, ICAI'10, Las Vegas, 2010a.
[12]
Crowder, J., "Anti-Terrorism Learning Advisory System: Operative Information Software Agents (OISA) for Intelligence Processing" Proceedings of the American Institute of Aeronautics and Astronautics Conference (Infotech@aerospace 2010) Atlanta, GA, 2010b.
[13]
Crowder, J., Barth, T., and Rouch, R., "Learning Algorithms for Stochastically Driven Fuzzy, Genetic Neural Networks." NSA Technical Paper, 1999a.
[14]
Crowder, J., Barth, T., and Rouch, R., "Neural Associative Memory for Storing Complex Memory Patterns." NSA Technical Paper, 1999b.
[15]
Crowder, J., Barth, T., and Rouch, R., "Evolutionary Neural Infrastructure with Genetic Memory Algorithms: ENIGMA Theory Development." NSA Technical Paper, 1999c.
[16]
M. Davison, "Multidimensional scaling," New York, 1983.
[17]
N. Deo, Graph theory with applications to engineering and computer science: PHI Learning Pvt. Ltd., 2004.
[18]
A. K. Dey, "Understanding and using context," Personal and ubiquitous computing, vol. 5, pp. 4-7, 2001.
[19]
P. Dourish, Where the action is: The foundations of embodied interaction: The MIT Press, 2004a.
[20]
P. Dourish, "What we talk about when we talk about context," Personal and ubiquitous computing, vol. 8, pp. 19-30, 2004b.
[21]
Eichenbaum H, "The cognitive neuroscience of memory." New York: Oxford University Press, 2002.
[22]
D. Ejigu, M. Scuturici, and L. Brunie, "Hybrid approach to collaborative context-aware service platform for pervasive computing," Journal of computers, vol. 3, pp. 40, 2008.
[23]
D. Engelbart, "A conceptual framework for the augmentation of man's intellect," Computer-supported cooperative work: A book of readings, pp. 36-65, 1988.
[24]
A. Ertas, D. Tate, M. M. Tanik, and T. T. Maxwell, "Foundations for a transdisciplinary systems research based on design & process," The ATLAS Publishing, vol. TAM-Vol.2, pp. 1-37, 2006.
[25]
B. Everitt, "Unresolved problems in cluster analysis," Biometrics, vol. 35, pp. 169-181, 1979.
[26]
C. Graham and J. Kjeldskov, "Indexical representations for context-aware mobile devices," 2003, pp. 3-6.
[27]
T. Gruber, "Collective knowledge systems: Where the social web meets the semantic web," Web Semantics: Science, Services and Agents on the World Wide Web, vol. 6, pp. 4-13, 2008.
[28]
A. K. Gupta and V. Govindarajan, "Knowledge flows within multinational corporations," Strategic management journal, vol. 21, pp. 473-496, 2000.
[29]
J. Habermas, "Knowledge and human interests: A general perspective," Continental philosophy of science, pp. 310, 2005.
[30]
J. Hartman and N. Tippery, "Systematic quantification of gene interactions by phenotypic array analysis," Genome Biology, vol. 5, 2004.
[31]
A. S. Herbert, "Modeling human mental processes," in Papers presented at the May 9-11, 1961, western joint IRE-AIEE-ACM computer conference. Los Angeles, California: ACM, 1961.
[32]
R. C. Hibbeler, Engineering mechanics: Dynamics: Prentice Hall, 2009.
[33]
J. I. Hong and J. A. Landay, "An infrastructure approach to context-aware computing," Human-Computer Interaction, vol. 16, pp. 287-303, 2001.
[34]
M. Howard and M. Kahana, "A distributed representation of temporal context," Journal of Mathematical Psychology, vol. 46, pp. 269-299, 2002.
[35]
N. Howard and A. Qusaibaty, "Network-centric information policy," in The Second International Conference on Informatics and Systems, 2004.
[36]
S. Kim, E. Suh, and H. Hwang, "Building the knowledge map: An industrial case study," Journal of Knowledge Management, vol. 7, 2003.
[37]
N. Konstantinou, D. Spanos, and N. Mitrou, "Ontology and database mapping: A survey of current implementations and future directions," Journal of Web Engineering, vol. 7, pp. 001-024, 2008.
[38]
Levine, P., "Walking the Tiger: Healing Trauma." North Atlantic Books, Berkeley, CA, 1997.
[39]
S. S. Liao, J. W. He, and T. H. Tang, "A framework for context information management," Journal of Information Science, vol. 30, pp. 528-539, 2004.
[40]
J. Llinas, C. Bowman, G. Rogova, A. Steinberg, E. Waltz, and F. White, "Revisiting the jdl data fusion model ii," 2004.
[41]
D. L. McGuinness and F. Van Harmelen, "Owl web ontology language overview," W3C Recommendation, vol. 10, pp. 2004-03, 2004.
[42]
Newell, A., "Unified Theories of Cognition." Cambridge MA: Harvard University Press 2003.
[43]
A. Newell, J. C. Shaw, and H. A. Simon, "Preliminary description of general problem solving program-i (gps-i)," WP7, Carnegie Institute of Technology, Pittsburgh, PA, 1957.
[44]
I. Nonaka, "A dynamic theory of organizational knowledge creation," The Strategic Management of Intellectual Capital and Organizational Knowledge, 2002.
[45]
I. A. Nonaka and H. A. Takeuchi, The knowledge-creating company: How japanese companies create the dynamics of innovation: Oxford university press, 1995.
[46]
J. Novak and A. Cañas, "The theory underlying concept maps and how to construct and use them," Florida Institute for Human and Machine Cognition Pensacola Fl, www. ihmc. us.[http://cmap.ihmc.us/Publications/ResearchPapers/TheoryCmaps/TheoryUnderlyingConceptMaps. htm], 2008.
[47]
M. Pinto, "A grounded theory on abstracts quality: Weighting variables and attributes," Scientometrics, vol. 69, pp. 213-226, 2006.
[48]
S. Pei and I. Tam, "Effective color interpolation in ccd color filter arrays using signal correlation," IEEE Transactions on Circuits and Systems for Video Technology, vol. 13, pp. 503-513, 2003.
[49]
M. Polanyi and A. Sen, The tacit dimension: University of Chicago Press, 2009.
[50]
S. Polyn and M. Kahana, "Memory search and the neural representation of context," Trends in Cognitive Sciences, vol. 12, pp. 24-30, 2008.
[51]
J. Rowley and R. Hartley, Organizing knowledge: An introduction to managing access to information: Ashgate Pub Co, 2008.
[52]
J. Rumbaugh, M. Blaha, W. Premerlani, F. Eddy, and Lorensen, Object-oriented modeling and design: Prentice-Hall, Inc. Upper Saddle River, NJ, USA, 1991.
[53]
J. Rumbaugh, I. Jacobson, and G. Booch, Unified modeling language reference manual, the: Pearson Higher Education, 2004.
[54]
W. M. K. Trochim, "An introduction to concept mapping for planning and evaluation," Concept Mapping For Evaluation And Planning, vol. 12, pp. 1-16, 1989.
[55]
H. A. Simon, "Modeling human mental processes," in Papers presented at the May 9-11, 1961, western joint IRE-AIEE-ACM computer conference. Los Angeles, California: ACM, 1961.
[56]
J. C. Spender, "Making knowledge the basis of a dynamic theory of the firm," Strategic management journal, vol. 17, pp. 45-62, 1996.
[57]
S. Sternberg, "High-speed scanning in human memory," Science, vol. 153, pp. 652-4, 1966.
[58]
D. Stokols, "Toward a science of transdisciplinary action research," American journal of community psychology, vol. 38, pp. 63-77, 2006.
[59]
N. P. Suh, Complexity: Theory and applications: Oxford University Press, USA, 2005.
[60]
N. Suh, "Application of axiomatic design to engineering collaboration and negotiation," in 4th International Conference on Axiomatic Design, Firenze, 2006.
[61]
M. M. Tanik and A. Ertas, "Interdisciplinary design and process science: A discourse on scientific method for the integration age," Journal of Integrated Design and Process Science, vol. 1, pp. 76-94, 1997.
[62]
A. Torralba, "Contextual priming for object detection," International Journal of Computer Vision, vol. 53, pp. 169-191, 2003.
[63]
M. Van Ittersum, F. Ewert, T. Heckelei, J. Wery, J. Alkan Olsson, E. Andersen, I. Bezlepkina, F. Brouwer, M. Donatelli, and G. Flichman, "Integrated assessment of agricultural systems-a component-based framework for the european union (seamless)," Agricultural Systems, vol. 96, pp. 150-165, 2008.
[64]
T. Winograd, "Architectures for context," Human-Computer Interaction, vol. 16, pp. 401-419, 2001.
[65]
L. Zadeh, "A note on web intelligence, world knowledge and fuzzy logic," Data & Knowledge Engineering, vol. 50, pp. 291-304, 2004.
[66]
A. Zouaq, R. Nkambou, and C. Frasson, "An integrated approach for automatic aggregation of learning knowledge objects," Interdisciplinary Journal of Knowledge and Learning Objects, vol. 3, pp. 135-162, 2007.
- TRANSDISCIPLINARY SYNTHESIS AND COGNITION FRAMEWORKS
Recommendations
The role of team cognition in collaborative information seeking
Collaborative information seeking CIS is of growing importance in the information sciences and human-computer interaction HCI research communities. Current research has primarily focused on examining the social and interactional aspects of CIS in ...
Power Struggles and Disciplined Designers - A Nexus Analytic Inquiry on Cross-Disciplinary Research and Design
CHI '19: Proceedings of the 2019 CHI Conference on Human Factors in Computing SystemsDesign is at the heart of Human Computer Interaction research and practice. In the research community, there has emerged an increasing interest in understanding and conceptualizing our research practice, particularly such entailing design. However, ...
Transdisciplinary and interdisciplinary exchanges between embodied cognition and performance practice: working across disciplines in a climate of divisive knowledge cultures
Embodied Cognition, Acting and PerformanceAlthough Embodied Cognition and Performance Practice could be said to have in common that they live in the fields of hermeneutics and epistemology concurrently, and with this are interested in perception, knowledge, experience and agency without ...
Comments
Please enable JavaScript to view thecomments powered by Disqus.Information & Contributors
Information
Published In
Publisher
IOS Press
Netherlands
Publication History
Published: 01 January 2011
Author Tags
Qualifiers
- Article
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- View Citations1Total Citations
- 0Total Downloads
- Downloads (Last 12 months)0
- Downloads (Last 6 weeks)0
Reflects downloads up to 05 Jan 2025
Other Metrics
Citations
Cited By
View all- Margaria TFloyd B(2013)Simplicity in ITJournal of Integrated Design & Process Science10.5555/2692114.269211517:3(1-7)Online publication date: 1-Jul-2013