Pussep, Anton ; Schief, Markus ; Schmidt, Benedikt ; Friedrichs, Florian ; Buxmann, Peter (2012)
Topics in Software Industry Transformation Research: A Topic Analysis of Major IS Conferences.
International Conference on Software Business (ICSOB). Cambridge, USA (June 18-20, 2012)
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
As the information load grows, it becomes increasingly difficult to follow-up new trends in business and management. However, new developments in technologies and markets pose threats and open up opportunities to firms. Especially the software business changes continuously and profoundly. It is therefore necessary for researchers and practitioners to follow up recent developments and to cope with the information overload. We suggest the application of a data mining technique in order to automatically identify topics: Latent Dirichlet Allocation (LDA). Using a sample of 13,799 publications from ICSOB and major conferences on Information Systems, we identify topics relevant to industry transformation research and review their development on a timescale. As proof of concept, we conduct a short case study using Green IT in order to demonstrate that topic analysis can yield relevant results for literature search beyond the results that can be obtained through a simple keyword search.
| Typ des Eintrags: | Konferenzveröffentlichung | ||||
|---|---|---|---|---|---|
| Erschienen: | 2012 | ||||
| Autor(en): | Pussep, Anton ; Schief, Markus ; Schmidt, Benedikt ; Friedrichs, Florian ; Buxmann, Peter | ||||
| Art des Eintrags: | Bibliographie | ||||
| Titel: | Topics in Software Industry Transformation Research: A Topic Analysis of Major IS Conferences | ||||
| Sprache: | Englisch | ||||
| Publikationsjahr: | 18 Juni 2012 | ||||
| Verlag: | Springer-Verlag | ||||
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | Lecture Notes in Business Information Processing | ||||
| Buchtitel: | Software Business | ||||
| Reihe: | Lecture Notes in Business Information Processing | ||||
| Band einer Reihe: | 114 | ||||
| Veranstaltungstitel: | International Conference on Software Business (ICSOB) | ||||
| Veranstaltungsort: | Cambridge, USA | ||||
| Veranstaltungsdatum: | June 18-20, 2012 | ||||
| URL / URN: | http://www.springer.com/computer/general+issues/book/978-3-6... | ||||
| Kurzbeschreibung (Abstract): | As the information load grows, it becomes increasingly difficult to follow-up new trends in business and management. However, new developments in technologies and markets pose threats and open up opportunities to firms. Especially the software business changes continuously and profoundly. It is therefore necessary for researchers and practitioners to follow up recent developments and to cope with the information overload. We suggest the application of a data mining technique in order to automatically identify topics: Latent Dirichlet Allocation (LDA). Using a sample of 13,799 publications from ICSOB and major conferences on Information Systems, we identify topics relevant to industry transformation research and review their development on a timescale. As proof of concept, we conduct a short case study using Green IT in order to demonstrate that topic analysis can yield relevant results for literature search beyond the results that can be obtained through a simple keyword search. |
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| Fachbereich(e)/-gebiet(e): | 01 Fachbereich Rechts- und Wirtschaftswissenschaften > Betriebswirtschaftliche Fachgebiete > Wirtschaftsinformatik 01 Fachbereich Rechts- und Wirtschaftswissenschaften > Betriebswirtschaftliche Fachgebiete 01 Fachbereich Rechts- und Wirtschaftswissenschaften |
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| Hinterlegungsdatum: | 18 Apr 2012 12:00 | ||||
| Letzte Änderung: | 05 Mär 2013 10:00 | ||||
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