LEADER 06447nam 22006975 450 001 9910299358103321 005 20231108224657.0 010 $a3-319-93931-9 024 7 $a10.1007/978-3-319-93931-5 035 $a(CKB)4100000005323136 035 $a(DE-He213)978-3-319-93931-5 035 $a(MiAaPQ)EBC6303320 035 $a(PPN)229503101 035 $a(EXLCZ)994100000005323136 100 $a20180615d2018 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBusiness Information Systems $e21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018, Proceedings /$fedited by Witold Abramowicz, Adrian Paschke 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XIII, 426 p. 108 illus.) 225 1 $aLecture Notes in Business Information Processing,$x1865-1348 ;$v320 311 $a3-319-93930-0 327 $aBig and Smart Data and Artificial Intelligence -- A hybrid approach to implement data driven optimization into production environments -- Human Perception of Enriched Topic Models -- Predictive Quality: Towards a New Understanding of Quality Assurance Using Machine Learning Tools -- Business and Enterprise Modelling -- Application of Inductive Reference Modeling Approaches to Enterprise Architecture Models -- Towards a Typology of Approaches for Evaluating Sustainability-oriented Business Models -- Towards Agility in IT Governance Frameworks -- Organizations in Transformation: Agility as Consequence or Prerequisite of Digitization -- Information Security Management Systems - A Maturity Model based on ISO/IEC 27001 -- Repairing Outlier Behaviour in Event Logs -- ICT Project Management -- Big Data enabled organizational transformation: The effect of inertia in adoption and diffusion -- Amalgamation of 3D Printing Technology and the Digitalized Industry ? Development and Evaluation of an Open Innovation Business Process Model -- Process Management -- Fast Incremental Conformance Analysis for Interactive Process Discovery -- Business Process Compliance and Business Process Change: An Approach to Analyze the Interactions -- Mining Hybrid Business Process Models: A Quest for Better Precision -- Extending BPSim based on Workflow Resource Patterns -- Towards Implementing REST-enabled Business Process Choreographies -- Disambiguation of DMN Decision Tables -- Smart Infrastructures -- Using Blockchain Technology for Business Processes in Purchasing ? Concept and Case Study-based Evidence -- Developing a Multiple-Objective Demand Response Algorithm for the Residential Context -- Toward Resilient Mobile Integration Processes -- Social Media and Web-based Business Information Systems Tight and Loose Coupling in Evolving Platform Ecosystems: The Cases of Airbnb and Uber -- On Feeding Business Systems with Linked Resources from the Web of Data -- Increasing the Explanatory Power of Investor Sentiment Analysis for Commodities in Online Media -- Comparative analysis of the informativeness and encyclopedic style of the popular Web information sources -- Applications, Evaluations, and Experiences -- Satellite Imagery Analysis for Operational Damage Assessment in Emergency Situations -- Qualitative Assessment of Machine Learning Techniques in the Context of Fault Diagnostics -- A Comparative Evaluation of Log-Based Process Performance Analysis Techniques -- Blockchain for Business Applications: A Systematic Literature Review -- ICT-based Support for the Collaboration of Formal and Informal Caregivers ? A User-Centered Design Study -- Identifying Suitable Representation Techniques for the Prioritization of Requirements and Their Interdependencies for Multiple Software Product Lines. 330 $aThis book constitutes the proceedings of the 21st International Conference on Business Information Systems, BIS 2018, held in Berlin, Germany, in July 2018. The BIS conference follows popular research trends, both in the academic and the business domain. Thus the theme of BIS 2018 was "Digital Transformation - An Imperative in Today's Business Markets". The 30 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: big and smart data and artificial intelligence; business and enterprise modeling; ICT project management; process management; smart infrastructures; social media and Web-based business information systems; applications, evaluations, and experiences. 410 0$aLecture Notes in Business Information Processing,$x1865-1348 ;$v320 606 $aApplication software 606 $aManagement information systems 606 $aData mining 606 $aBig data 606 $aSoftware engineering 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aBusiness Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/522030 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aBig Data/Analytics$3https://scigraph.springernature.com/ontologies/product-market-codes/522070 606 $aEnterprise Architecture$3https://scigraph.springernature.com/ontologies/product-market-codes/522010 606 $aSoftware Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/I14029 615 0$aApplication software. 615 0$aManagement information systems. 615 0$aData mining. 615 0$aBig data. 615 0$aSoftware engineering. 615 14$aInformation Systems Applications (incl. Internet). 615 24$aBusiness Information Systems. 615 24$aData Mining and Knowledge Discovery. 615 24$aBig Data/Analytics. 615 24$aEnterprise Architecture. 615 24$aSoftware Engineering. 676 $a658.4038 702 $aAbramowicz$b Witold$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPaschke$b Adrian$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299358103321 996 $aBusiness Information Systems$9772831 997 $aUNINA