The paper presents a conceptual model for social sensor design in socially-competent computing systems. The model is based on theories of social behavior being driven by the underlying attitudes, rather than on models predicting behavior in response to behavior representing people as physical objects in dynamic interactions. It is proposed to increase the ability of the systems to extract relevant features and to achieve better social competence, similar to the kind that is underlying human interactions by implementing algorithms, capable of predicting behavior in response to attitude. The paper presents an account of the social level of understanding human interactions in the context of three application scenarios \u2013 multi-hop communication networks, embedded systems for support of medical interventions and information systems supporting educational activities. Patterns of real data are discussed in terms of the proposed model of social sensor design for enhanced socially-competent computing.<\/p>","DOI":"10.4018\/jwltt.2012070104","type":"journal-article","created":{"date-parts":[[2013,7,10]],"date-time":"2013-07-10T13:17:01Z","timestamp":1373462221000},"page":"61-70","source":"Crossref","is-referenced-by-count":1,"title":["Socially-Competent Computing Implementing Social Sensor Design"],"prefix":"10.4018","volume":"7","author":[{"given":"Maya","family":"Dimitrova","sequence":"first","affiliation":[{"name":"Institute of Systems Engineering and Robotics, Bulgarian Academy of Sciences, Sofia, Bulgaria"}]}],"member":"2432","reference":[{"key":"jwltt.2012070104-0","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-009-0263-2"},{"key":"jwltt.2012070104-1","doi-asserted-by":"publisher","DOI":"10.1002\/int.20464"},{"key":"jwltt.2012070104-2","doi-asserted-by":"publisher","DOI":"10.1016\/S0191-8869(98)00026-9"},{"key":"jwltt.2012070104-3","doi-asserted-by":"publisher","DOI":"10.1016\/j.socnet.2011.12.001"},{"key":"jwltt.2012070104-4","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2007.4338491"},{"key":"jwltt.2012070104-5","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-011-0415-z"},{"key":"jwltt.2012070104-6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3233\/AIS-2010-0061","article-title":"Predicting air quality in smart environments.","volume":"2","author":"S.Deleawe","year":"2010","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"jwltt.2012070104-7","unstructured":"Dimitrova, M. (2008). The educational media of the Web: Levels of cognitive involvement. In M. Hadjiiski & V. Petrov (Eds.), Ontologies - Philosophical and technological problems (148-158). Sofia, Bulgaria: Prof. Marin Drinov Academic Publishing House."},{"key":"jwltt.2012070104-8","unstructured":"Dimitrova, M. (2011) Social sensor design for embedded systems. In Proceedings of the International Workshop on Human-Computer Interaction and eLearning Systems (HCIeLS 2011) (pp. 393-400). Sofia, Bulgaria: Publishing House of Technical University. ISSN: 1314-1023"},{"key":"jwltt.2012070104-9","doi-asserted-by":"crossref","unstructured":"Dimitrova, M., Lekova, A., & Adda, M. (2010). Personality filter in mobile networks with communication constraints. In Proceedings of the 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2010) (pp. 565-568).","DOI":"10.1109\/SYNASC.2010.34"},{"key":"jwltt.2012070104-10","unstructured":"Dimitrova, M., & Wagatsuma, H. (2011). Web agent design based on computational memory and brain research. In N. Tang (Ed.), Information extraction from the internet (pp. 35-56). iConcept Press Ltd."},{"key":"jwltt.2012070104-11","doi-asserted-by":"crossref","unstructured":"Escalera, S., Martinez, R. M., Vitria, J., Radeva, P., & Anguera, M. T. (2009). Dominance detection in face-to-face conversations. In Proceedings of the Computer Vision and Pattern Recognition Workshops, 2009 (CVPR Workshops) (pp. 97\u2013102).","DOI":"10.1109\/CVPRW.2009.5204267"},{"key":"jwltt.2012070104-12","doi-asserted-by":"crossref","unstructured":"Escalera, S., Radeva, P., Vitri\u00e0, J., Bar\u00f3, X., & Raducanu, B. (2010). Modelling and analyzing multimodal dyadic interactions using social networks. In Proceedings of the 12th International Conference on Multimodal Interfaces and 7th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI), Beijing, China.","DOI":"10.1145\/1891903.1891967"},{"key":"jwltt.2012070104-13","author":"D. R.Forsyth","year":"1990","journal-title":"Group dynamics"},{"key":"jwltt.2012070104-14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jrp.2005.08.003"},{"key":"jwltt.2012070104-15","doi-asserted-by":"crossref","unstructured":"Hernandez, A., Reyes, M., Escalera, S., & Radeva, P. (2010). Spatio-temporal GrabCut human segmentation for face and pose recovery. In Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures Computer Vision and Pattern Recognition.","DOI":"10.1109\/CVPRW.2010.5543824"},{"key":"jwltt.2012070104-16","doi-asserted-by":"crossref","unstructured":"Hung, H., & Krose, B. (2011). Detecting f-formations as dominant sets. In Proceedings of the International Conference on Multimodal Interaction, Alicante, Spain.","DOI":"10.1145\/2070481.2070525"},{"key":"jwltt.2012070104-17","article-title":"Personality and self-esteem in social interaction","author":"G. K.Jonsson","year":"2006","journal-title":"From communication to presence: Cognition, emotions and culture towards the ultimate communicative experience"},{"key":"jwltt.2012070104-18","doi-asserted-by":"crossref","unstructured":"Kargl, F., Klenk, A., Schlott, S., & Weber, M. (2005). Advanced detection of selfish or malicious nodes in Ad hoc networks. Security in Ad-hoc and Sensor Networks (LNCS 3313, pp. 152-165).","DOI":"10.1007\/978-3-540-30496-8_13"},{"key":"jwltt.2012070104-19","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2010.7"},{"key":"jwltt.2012070104-20","doi-asserted-by":"publisher","DOI":"10.1016\/j.robot.2010.08.006"},{"key":"jwltt.2012070104-21","doi-asserted-by":"publisher","DOI":"10.3758\/BF03200792"},{"key":"jwltt.2012070104-22","unstructured":"Ossikovska, S., & Dimitrova, M. Lahtchev, L. & Sotirov, T. (2009). Overall system reliability assessment of medical equipment under environmental influences. In R. Romansky (Ed.), Proceedings of the International Conference on Information Technologies (InfoTech-2009) (pp. 181-186.)"},{"key":"jwltt.2012070104-23","doi-asserted-by":"publisher","DOI":"10.1521\/jscp.23.3.413.35460"},{"key":"jwltt.2012070104-24","unstructured":"Pan, W., Cebrian, M., Dong, W., Kim, T., & Pentland, A. (2010). Modeling dynamical influence in human interaction patterns. In Proceedings of the ACM ICMI-MLMI."},{"key":"jwltt.2012070104-25","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2006.11.046"},{"issue":"5","key":"jwltt.2012070104-26","first-page":"440","article-title":"A friend mechanism for mobile Ad hoc networks.","volume":"4","author":"S. A.Razak","year":"2009","journal-title":"Journal of Information Assurance and Security"},{"key":"jwltt.2012070104-27","doi-asserted-by":"publisher","DOI":"10.1126\/science.1164582"},{"key":"jwltt.2012070104-28","author":"C. D.Spielberger","year":"2010","journal-title":"State-trait anxiety inventory"},{"key":"jwltt.2012070104-29","doi-asserted-by":"crossref","unstructured":"Thakur, G. S., Helmy, A., & Hsu, W. J. (2010). Similarity analysis and modeling in mobile societies: The missing link. In Proceedings of the 5th ACM Workshop on Challenged Networks (pp. 13-20).","DOI":"10.1145\/1859934.1859938"},{"key":"jwltt.2012070104-30","doi-asserted-by":"publisher","DOI":"10.1007\/s12369-010-0081-8"}],"container-title":["International Journal of Web-Based Learning and Teaching Technologies"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=78538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T22:50:58Z","timestamp":1654123858000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/jwltt.2012070104"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2012,7,1]]},"references-count":31,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2012,7]]}},"URL":"https:\/\/doi.org\/10.4018\/jwltt.2012070104","relation":{},"ISSN":["1548-1093","1548-1107"],"issn-type":[{"value":"1548-1093","type":"print"},{"value":"1548-1107","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,7,1]]}}}