{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T05:17:28Z","timestamp":1767676648136,"version":"3.40.5"},"reference-count":43,"publisher":"IGI Global","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,7,1]]},"abstract":"<p>Enterprise Architecture (EA) modeling languages can express the business-to-IT-stack for an organization, showing how changes in the IT landscape impact business aspects and vice versa. Yet EA languages provide only the final architectural design, not the rationale behind this design. In earlier work, the authors presented the EA Anamnesis approach for EA rationalization. The authors discussed how EA Anamnesis forms a complement to current EA modeling languages, showing for example design alternatives, EA artifact selection criteria and the decision making strategy that was used. In this paper, the authors extend EA Anamnesis with a capability for organizational learning. In particular, the authors present an integration of two viewpoints presented in earlier work: (1) an ex-ante decision making viewpoint for rationalizing EA during decision making, which for example captures a decision and its anticipated consequences, and (2) an ex-post decision making viewpoint, which for example captures the unanticipated decision consequences, and possible adjustments in criteria. The authors use a fictitious, yet realistic, case study to illustrate our approach.<\/p>","DOI":"10.4018\/ijismd.2014070104","type":"journal-article","created":{"date-parts":[[2014,11,10]],"date-time":"2014-11-10T17:21:11Z","timestamp":1415640071000},"page":"75-95","source":"Crossref","is-referenced-by-count":52,"title":["EA Anamnesis"],"prefix":"10.4018","volume":"5","author":[{"given":"Georgios","family":"Plataniotis","sequence":"first","affiliation":[{"name":"Public Research Centre Henri Tudor, Luxembourg & Radboud University Nijmegen, the Netherlands & EE-Team, Luxembourg"}]},{"given":"Sybren","family":"de Kinderen","sequence":"additional","affiliation":[{"name":"University of Luxembourg, Luxembourg & EE-Team, Luxembourg"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7318-2496","authenticated-orcid":true,"given":"Henderik A.","family":"Proper","sequence":"additional","affiliation":[{"name":"Public Research Centre Henri Tudor, Luxembourg & Radboud University Nijmegen, the Netherlands & EE-Team, Luxembourg"}]}],"member":"2432","reference":[{"key":"ijismd.2014070104-0","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-008-0010-7"},{"key":"ijismd.2014070104-1","doi-asserted-by":"publisher","DOI":"10.1007\/s00766-008-0068-2"},{"issue":"569","key":"ijismd.2014070104-2","article-title":"Outcome bias in decision evaluation.","volume":"54","author":"J.Baron","year":"1988","journal-title":"Journal of Personality and Social Psychology"},{"key":"ijismd.2014070104-3","first-page":"611","article-title":"Reasoning with design rationale","author":"J.Burge","year":"2000","journal-title":"Artificial Intelligence in Design"},{"key":"ijismd.2014070104-4","unstructured":"Coggins, C., Speigel, J. (2007). The methodology for business transformation v1.5: A practical approach to segment architecture. Journal of Enterprise Architecture."},{"key":"ijismd.2014070104-5","first-page":"362","article-title":"Designing organizational memory: Preserving intellectual assets in a knowledge economy.","volume":"1","author":"J.Conklin","year":"1996","journal-title":"Group Decision Support Systems"},{"key":"ijismd.2014070104-6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1539-6975.2006.00180.x"},{"key":"ijismd.2014070104-7","doi-asserted-by":"publisher","DOI":"10.1037\/h0028695"},{"key":"ijismd.2014070104-8","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2011.10.007"},{"key":"ijismd.2014070104-9","doi-asserted-by":"publisher","DOI":"10.1016\/j.obhdp.2004.06.002"},{"key":"ijismd.2014070104-10","first-page":"1","article-title":"Comparison and evaluation of goal-oriented satisfaction analysis techniques.","author":"J.Horkoff","year":"2012","journal-title":"Requirements Engineering"},{"key":"ijismd.2014070104-11","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2008.09.003"},{"key":"ijismd.2014070104-12","doi-asserted-by":"publisher","DOI":"10.1109\/WICSA.2005.61"},{"key":"ijismd.2014070104-13","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1007\/s11842-004-0007-0","article-title":"The use of compensatory and non-compensatory multi-criteria analysis for small-scale forestry.","volume":"3","author":"I.Jeffreys","year":"2004","journal-title":"Small-scale Forestry"},{"key":"ijismd.2014070104-14","first-page":"54","article-title":"An ontology of architectural design decisions in software intensive systems.","author":"P.Kruchten","year":"2004","journal-title":"2nd Groningen Workshop on Software Variability"},{"key":"ijismd.2014070104-15","doi-asserted-by":"publisher","DOI":"10.1007\/11921998_8"},{"key":"ijismd.2014070104-16","volume":"Vol. 131","author":"W.Kunz","year":"1970","journal-title":"Issues as elements of information systems"},{"key":"ijismd.2014070104-17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01310-2"},{"key":"ijismd.2014070104-18","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.1991.130629"},{"key":"ijismd.2014070104-19","doi-asserted-by":"publisher","DOI":"10.1007\/s00766-011-0129-9"},{"key":"ijismd.2014070104-20","doi-asserted-by":"publisher","DOI":"10.2307\/2392045"},{"journal-title":"Enterprise architecture: creating value by informed governance","year":"2008","author":"M.Op\u2019t Land","key":"ijismd.2014070104-21"},{"key":"ijismd.2014070104-22","unstructured":"Op\u2019t Land, M., Proper, H.A. (2007). Impact of principles on enterprise engineering. ECIS 2007 Proceedings."},{"key":"ijismd.2014070104-23","unstructured":"Orasanu, J., Connolly, T. (1993). The reinvention of decision making. Decision making in action: Models and methods, 3\u201320."},{"key":"ijismd.2014070104-24","doi-asserted-by":"publisher","DOI":"10.1016\/0030-5073(76)90022-2"},{"key":"ijismd.2014070104-25","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139173933"},{"key":"ijismd.2014070104-26","doi-asserted-by":"publisher","DOI":"10.1145\/2420918.2420927"},{"key":"ijismd.2014070104-27","doi-asserted-by":"crossref","unstructured":"Plataniotis, G., de Kinderen, S., & Proper, H. A. (2013). Capturing decision making strategies in enterprise architecture - a viewpoint. In Nurcan, S., Proper, H., Krogstie, J., Schmidt, R., Halpin, T., Bider, I., eds.: Enterprise, Business-Process and Information Systems Modeling. Volume 147 of Lecture Notes in Business Information Processing (pp. 339\u2013353). Springer Berlin Heidelberg.","DOI":"10.1007\/978-3-642-38484-4_24"},{"key":"ijismd.2014070104-28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41641-5_3"},{"key":"ijismd.2014070104-29","doi-asserted-by":"publisher","DOI":"10.1109\/EDOC.2013.23"},{"key":"ijismd.2014070104-30","doi-asserted-by":"crossref","unstructured":"Proper, H. A., & Op\u2019t Land, M. (2010). Lines in the water. In Harmsen, F., Proper, H.A., Schalkwijk, F., Barjis, J., Overbeek, S., eds. Practice-Driven Research on Enterprise Transformation. Vol. 69 of Lecture Notes in Business Information Processing (pp. 193\u2013216). Springer Berlin Heidelberg.","DOI":"10.1007\/978-3-642-16770-6_9"},{"key":"ijismd.2014070104-31","unstructured":"Regnell, B., Paech, B., Aurum, A., Wohlin, C., & Dutoit, A., och Dag, J. (2001). Requirements mean decisions!\u2013research issues for understanding and supporting decision-making in requirements engineering. In: First Swedish Conference on Software Engineering Research and Practise: Proceedings, Citeseer."},{"key":"ijismd.2014070104-32","doi-asserted-by":"crossref","unstructured":"Rothrock, L., Yin, J. (2008). Integrating compensatory and noncompensatory decision-making strategies in dynamic task environments. Decision Modeling and Behavior in Complex and Uncertain Environments, 125\u2013141.","DOI":"10.1007\/978-0-387-77131-1_6"},{"key":"ijismd.2014070104-33","unstructured":"Ruhe, G. (2003). Software engineering decision support: methodology and applications. Innovations in decision support systems 3, 143\u2013174."},{"key":"ijismd.2014070104-34","unstructured":"Savolainen, J. (1999). Tools for design rationale documentation in the development of a product family. In: Position Paper Proceedings of 1st Working IFIP Conference on Software Architecture, San Antonio, Texas."},{"key":"ijismd.2014070104-35","doi-asserted-by":"crossref","unstructured":"Shipman, F.M., McCall, R.J. (1997). Integrating different perspectives on design rationale: Supporting the emergence of design rationale from design communication. Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AI EDAM, 141.","DOI":"10.1017\/S089006040000192X"},{"key":"ijismd.2014070104-36","doi-asserted-by":"publisher","DOI":"10.2307\/249441"},{"key":"ijismd.2014070104-37","doi-asserted-by":"crossref","unstructured":"Strano, C., Rehmani, Q. (2007). The role of the enterprise architect. Information Systems and e-Business Management 5, 379\u2013396.","DOI":"10.1007\/s10257-007-0053-1"},{"key":"ijismd.2014070104-38","doi-asserted-by":"publisher","DOI":"10.1016\/0030-5073(79)90048-5"},{"key":"ijismd.2014070104-39","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2006.08.040"},{"journal-title":"ArchiMate 2.0 Specification","year":"2012","key":"ijismd.2014070104-40"},{"key":"ijismd.2014070104-41","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511840005"},{"key":"ijismd.2014070104-42","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2005.27"}],"container-title":["International Journal of Information System Modeling and Design"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=119077","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T21:55:10Z","timestamp":1654120510000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/ijismd.2014070104"}},"subtitle":["An Approach for Decision Making Analysis in Enterprise Architecture"],"short-title":[],"issued":{"date-parts":[[2014,7,1]]},"references-count":43,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,7]]}},"URL":"https:\/\/doi.org\/10.4018\/ijismd.2014070104","relation":{},"ISSN":["1947-8186","1947-8194"],"issn-type":[{"type":"print","value":"1947-8186"},{"type":"electronic","value":"1947-8194"}],"subject":[],"published":{"date-parts":[[2014,7,1]]}}}