Abstract
New technology developments have opened opportunities to obtain more data from more sources as well as to handle a larger variety of forms of data. This, in turn, raises the interest in data and information monitoring in different business and engineering contexts. Thus monitoring systems obtain the role of subsystems in contemporary information and knowledge systems. Taking into consideration the quest for agility of business and information systems, the flexibility offered by service systems motivates the consideration of service based monitoring systems. In this paper capabilities and challenges of service based monitoring systems are discussed by considering several issues of analysis.
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Andreozzi, S., De Bortoli, N., Fantinel, S., Ghiselli, A., Rubini, G.L., Tortone, G., Vistoli, M.C., De Bortoli, N.: GridICE: a monitoring service for Grid systems. Future Generation Computer Systems 21, 559–571 (2005)
Best, C.: Web Mining for Open Source Intelligence. In: 2008 12th International Conference Information Visualisation, pp. 321–325 (2008)
Buytendijk, F., Flint, D.: How BAM can turn a business into a real-time enterprise. Gartner, AV-15 (2002)
Carrizo, L., Sauvageot, C., Bella, N.: Information tools for the preparation and monitoring of education plans (2003)
Choi, G., Choi, G.: Design of Service System Framework for Web-based Monitoring and Control of Indoor Air Quality (IAQ) in Subway Stations. In: New Trends in Information and Service Science, pp. 659–663. IEEE (2009)
Dai, Y., Kakkonen, T., Sutinen, E.: SoMEST: a model for detecting competitive intelligence from social media. In: Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Media Environments, MindTrek 2011, pp. 241–248 (2011)
Duan, W., Cao, Q., Yu, Y., Levy, S.: Mining Online User-Generated Content: Using Sentiment Analysis Technique to Study Hotel Service Quality. In: 2013 46th Hawaii International Conference on System Sciences, pp. 3119–3128 (2013)
Eiken, U.C., Liseth, A.T., Witschel, H.F., Richter, M., Biemann, C.: Ord i dag: Mining norwegian daily newswire. In: Salakoski, T., Ginter, F., Pyysalo, S., Pahikkala, T. (eds.) FinTAL 2006. LNCS (LNAI), vol. 4139, pp. 512–523. Springer, Heidelberg (2006)
Görgens, M., Kusek, J.Z.: Making Monitoring and Evaluation systems work: A Capacity Development Toolkit. The World Bank (2009)
Hsieh, Y.-M., Hung, Y.-C.: A scalable IT infrastructure for automated monitoring systems based on the distributed computing technique using simple object access protocol Web-services. Automation in Construction 18, 424–433 (2009)
Johansson, F., Brynielsson, J., Quijano, M.N.: Estimating Citizen Alertness in Crises Using Social Media Monitoring and Analysis. In: 2012 European Intelligence and Security Informatics Conference, pp. 189–196 (2012)
Kabadayi, S.: Pridgen, A., Julien, C.: Virtual Sensors: Abstracting Data from Physical Sensors. In: 2006 International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2006), pp. 587–592 (2006)
Kang, B., Kim, D., Kang, S.-H.: Real-time business process monitoring method for prediction of abnormal termination using KNNI-based LOF prediction. Expert Systems with Applications 39, 6061–6068 (2012)
Kaschesky, M., Sobkowicz, P., Hernandez Lobato, J.M., Bouchard, G., Archambeau, C., Scharioth, N., Manchin, R., Gschwend, A., Riedl, R.: Bringing Representativeness into Social Media Monitoring and Analysis. In: 2013 46th Hawaii International Conference on System Sciences, pp. 2003–2012 (2013)
Krishnamurthy, B.: A Top Down Approach to Enterprise Monitoring Using Change Point Detection. In: 2012 Annual SRII Global Conference, pp. 859–862 (2012)
Mackay, H.: Information and the Transformation of Sociology: Interactivity and Social Media Monitoring. tripleC-Cognition, Communication, Co-operation 11, 117–126 (2012)
Neto, J., Meinedo, H., Viveiros, M.: A media monitoring solution. In: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1813–1816. IEEE (2011)
Paris, C., Wan, S.: Listening to the community: social media monitoring tasks for improving government services. In: Extended Abstracts on Human Factors in Computing Systems, pp. 2095–2100 (2011)
Scharl, A., Weichselbraun, A.: An ontology-based architecture for tracking information across interactive electronic environments. In: Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS 2006), pp. 1–9 (2006)
Scharl, A., Hubmann-Haidvogel, A., Weichselbraun, A., Lang, H.-P., Sabou, M.: Media Watch on Climate Change – Visual Analytics for Aggregating and Managing Environmental Knowledge from Online Sources. In: 2013 46th Hawaii International Conference on System Sciences, pp. 955–964 (2013)
Schikhof, Y., Mulder, I., Choenni, S.: Who will watch (over) me? Humane monitoring in dementia care. International Journal of Human-Computer Studies 68, 410–422 (2010)
Vallejo, D.Ã., Albusac, J., Castro-Schez, J.J.J., Glez-Morcillo, C., Jiménez, L., Jime, L.: A multi-agent architecture for supporting distributed normality-based intelligent surveillance. Engineering Applications of Artificial Intelligence 24, 325–340 (2011)
Wagner, D., Day, B., James, T.: Monitoring and evaluation of ICT in education projects. In: A Handbook for Developing Countries. infoDev/World Bank, Washington, DC (2005)
Wang, X., Gao, W., Slusser, J.R.J.J.R., Davis, J., Olson, B., Janssen, S., Janson, G., Durham, B., Tree, R., Deike, R.: USDA UV-B monitoring system: An application of centralized architecture. Computers and Electronics in Agriculture 64, 326–332 (2008)
Westergren, U.H., Wennerholm, E.: Exploring Service System Resources: The Role of Technology. In: 2013 46th Hawaii International Conference on System Sciences, pp. 1317–1326 (2013)
Wetzstein, B., Danylevych, O., Leymann, F., Bitsaki, M., Nikolaou, C., Van Den Heuvel, W.-J., Papazoglou, M.P.: Towards Monitoring of Key Performance Indicators Across Partners in Service Networks. In: 1st Workshop on Monitoring Adaptation and Beyond MONA (2009), pp. 7–17. Springer, Heidelberg (2009)
Zhou, B., Jia, Y., Liu, C., Zhang, X.: A Distributed Text Mining System for Online Web Textual Data Analysis. In: 2010 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, vol. i, pp. 1–4 (2010)
Phillips, P., Diston, D.: A knowledge driven approach to aerospace condition monitoring. Knowledge-Based Systems 24, 915–927 (2011)
Spohrer, J., Maglio, P., Bailey, J., Gruhl, D.: Steps Toward a Science of Service Systems. Computer, 71–77 (2007)
Alter, S.: Challenges for Service Science. Journal of Information Technology Theory and Application 13, 22–37 (2012)
Erl, T.: SOA Principles of Service Design (The Prentice Hall Service-Oriented Computing Series from Thomas Erl). Prentice Hall PTR (2007)
United Nations: Toolkit to Combat Trafficking in Persons (2008)
Alter, S.: Work System Theory: Overview of Core Concepts, Extensions, and Challenges for the Future. Journal of the Association for Information Systems 14, 72–121 (2013)
Rudzajs, P.: Towards Automated Education Demand-Offer Information Monitoring: The System’s Architecture. In: Niedrite, L., Strazdina, R., Wangler, B. (eds.) BIR 2011 Workshops. LNBIP, vol. 106, pp. 252–265. Springer, Heidelberg (2012)
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Rudzajs, P., Kirikova, M., Strazdina, R. (2013). Capabilities and Challenges of Contemporary Service Based Monitoring Systems. In: Kobyliński, A., Sobczak, A. (eds) Perspectives in Business Informatics Research. BIR 2013. Lecture Notes in Business Information Processing, vol 158. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40823-6_22
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DOI: https://doi.org/10.1007/978-3-642-40823-6_22
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