Pub Date : 2020-04-29DOI: 10.7250/csimq.2020-22.00
P. Bednar, Alexander Nolte
This thematic issue of the Complex Systems Informatics and Modeling Quarterly (CSIMQ) journal is dedicated to fostering a socio-technical perspective in the Information Systems (IS) field. The contemporary perspective has developed a lot over the years and the socio-technical agenda continues to be relevant. The issue contains a selection of extended papers presented at STPIS’19 – 5th International Workshop on Socio-Technical Perspective in IS Development held on June 10, 2019 in Stockholm, Sweden in conjunction with the 27th European Conference on Information Systems (ECIS). The workshop featured presentations of 13 papers and 3 posters and was attended by more than 30 participants from 8 different countries (Sweden, Norway, Finland, UK, Germany, Italy, Switzerland, and the US). Four of the presented papers were extended for publication in this special issue. The articles presented in this thematic issue contain at least 30% new material compared to the papers initially submitted for the workshop. The last included article was submitted as a regular contribution to the CSIMQ journal and was selected to be included into this thematic issue because of its close connection to the topic of socio-technical systems.
{"title":"Selected Topics on Socio-technical Perspective in Information Systems: Editorial Introduction to Issue 22 of CSIMQ","authors":"P. Bednar, Alexander Nolte","doi":"10.7250/csimq.2020-22.00","DOIUrl":"https://doi.org/10.7250/csimq.2020-22.00","url":null,"abstract":"This thematic issue of the Complex Systems Informatics and Modeling Quarterly (CSIMQ) journal is dedicated to fostering a socio-technical perspective in the Information Systems (IS) field. The contemporary perspective has developed a lot over the years and the socio-technical agenda continues to be relevant. The issue contains a selection of extended papers presented at STPIS’19 – 5th International Workshop on Socio-Technical Perspective in IS Development held on June 10, 2019 in Stockholm, Sweden in conjunction with the 27th European Conference on Information Systems (ECIS). The workshop featured presentations of 13 papers and 3 posters and was attended by more than 30 participants from 8 different countries (Sweden, Norway, Finland, UK, Germany, Italy, Switzerland, and the US). Four of the presented papers were extended for publication in this special issue. The articles presented in this thematic issue contain at least 30% new material compared to the papers initially submitted for the workshop. The last included article was submitted as a regular contribution to the CSIMQ journal and was selected to be included into this thematic issue because of its close connection to the topic of socio-technical systems.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128898752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-12-31DOI: 10.7250/csimq.2019-21.01
Mubashrah Saddiqa, M. Kirikova, Rikke Magnussen, Birger Larsen, J. Pedersen
Open Data is considered a key to scientific innovations. These freely available datasets can also be used as a foundation to enhance the digital and data literacies among the younger generation of school pupils. This article presents the design and prototype of an Open Data web interface based on the Enterprise Architecture Oriented Requirements Engineering (EAORE) approach for Open Data usage as an educational resource in Danish public schools. We first systematically review the literature on Open Data use in educational fields and selected 14 research articles with a particular focus on the use of Open Data in the educational domain after prescribing an inclusion/exclusion criteria on 101 research articles identified initially. The review indicates that there is a gap between Open Data opportunities within the educational domain and in exploring the use of Open Data as a source to develop twenty-first-century skills, specifically digital and data literacies among younger school pupils. To fill this gap, we propose an EAORE approach that represents how Enterprise Architecture (EA) models can guide the overall Requirements Engineering (RE) process for the use of Open Data in Danish public schools. Based on these EA models, we designed the prototype of an Open Data web interface for schools.
{"title":"Enterprise Architecture Oriented Requirements Engineering for the Design of a School Friendly Open Data Web Interface","authors":"Mubashrah Saddiqa, M. Kirikova, Rikke Magnussen, Birger Larsen, J. Pedersen","doi":"10.7250/csimq.2019-21.01","DOIUrl":"https://doi.org/10.7250/csimq.2019-21.01","url":null,"abstract":"Open Data is considered a key to scientific innovations. These freely available datasets can also be used as a foundation to enhance the digital and data literacies among the younger generation of school pupils. This article presents the design and prototype of an Open Data web interface based on the Enterprise Architecture Oriented Requirements Engineering (EAORE) approach for Open Data usage as an educational resource in Danish public schools. We first systematically review the literature on Open Data use in educational fields and selected 14 research articles with a particular focus on the use of Open Data in the educational domain after prescribing an inclusion/exclusion criteria on 101 research articles identified initially. The review indicates that there is a gap between Open Data opportunities within the educational domain and in exploring the use of Open Data as a source to develop twenty-first-century skills, specifically digital and data literacies among younger school pupils. To fill this gap, we propose an EAORE approach that represents how Enterprise Architecture (EA) models can guide the overall Requirements Engineering (RE) process for the use of Open Data in Danish public schools. Based on these EA models, we designed the prototype of an Open Data web interface for schools.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"1 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121008938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-12-30DOI: 10.7250/csimq.2019-21.04
Anna Sołtysik-Piorunkiewicz, Artur Strzelecki, Edyta Abramek
The article shows the main factors of adblocking software usage. The study was based on data obtained by a web questionnaire. The research was focused on evaluation of adblocking software usage factors in five categories: (1) gender, age, and education; (2) use of advertising and sources of knowledge about advertising; (3) technical and social reasons for blocking online advertisements; (4) usage of an adblock-wall; and (5) type of online advertisement. An evaluation of adblock usage factors revealed four main technical reasons for adblock usage connected with website technology and web development problems – interruption, amount of ads, speed, and security; and one social reason for adblock usage, namely, the problem of privacy.
{"title":"Evaluation of Adblock Software Usage","authors":"Anna Sołtysik-Piorunkiewicz, Artur Strzelecki, Edyta Abramek","doi":"10.7250/csimq.2019-21.04","DOIUrl":"https://doi.org/10.7250/csimq.2019-21.04","url":null,"abstract":"The article shows the main factors of adblocking software usage. The study was based on data obtained by a web questionnaire. The research was focused on evaluation of adblocking software usage factors in five categories: (1) gender, age, and education; (2) use of advertising and sources of knowledge about advertising; (3) technical and social reasons for blocking online advertisements; (4) usage of an adblock-wall; and (5) type of online advertisement. An evaluation of adblock usage factors revealed four main technical reasons for adblock usage connected with website technology and web development problems – interruption, amount of ads, speed, and security; and one social reason for adblock usage, namely, the problem of privacy.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121243164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-12-30DOI: 10.7250/csimq.2019-21.03
Birger Lantow, Johannes Wichmann, P. Herzog
Adaptive Case Management (ACM) is an approach for the management of knowledge-intensive processes. “Case Management Model and Notation” (CMMN) is an industry standard that can be used as a notation for process models in the context of ACM. However, CMMN only specifies a notation. Methods for process elicitation and management have not been well addressed by scientific investigations. This work assesses the method support and the feasibility of ACM on the example of a social care company. This company, on the one hand, represents a typical environment for ACM application and, on the other hand, contains some characteristics that are common for the social care industry. Thus, future development directions, a combined process and case approach for the social care company and an evaluation of existing and proposed methodology are provided in a qualitative way.
{"title":"Method and Notation Application for Case Model Creation in the Social Sector","authors":"Birger Lantow, Johannes Wichmann, P. Herzog","doi":"10.7250/csimq.2019-21.03","DOIUrl":"https://doi.org/10.7250/csimq.2019-21.03","url":null,"abstract":"Adaptive Case Management (ACM) is an approach for the management of knowledge-intensive processes. “Case Management Model and Notation” (CMMN) is an industry standard that can be used as a notation for process models in the context of ACM. However, CMMN only specifies a notation. Methods for process elicitation and management have not been well addressed by scientific investigations. This work assesses the method support and the feasibility of ACM on the example of a social care company. This company, on the one hand, represents a typical environment for ACM application and, on the other hand, contains some characteristics that are common for the social care industry. Thus, future development directions, a combined process and case approach for the social care company and an evaluation of existing and proposed methodology are provided in a qualitative way.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130524011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-12-30DOI: 10.7250/csimq.2019-21.00
Raimundas Matulevičius, Václav Repa
This issue of the journal on Complex Systems Informatics and Modeling Quarterly contains publications that present extended papers from the workshops of the 18th International Conference on Perspectives in Business Informatics Research (BIR 2019), organised in Katowice, Poland, 23-25 September 2019. The theme of the conference was Responsibilities of Digitalisation – Responsible Designing and Shaping the Future of Technology for Digital Preservation, Global Data Storage and Cost-Effective Management. The BIR 2019 workshops captured important and novel topics on security analytics, managed complexity, and information logistics and digital transformation. In this issue we also include one paper from the main BIR conference.
{"title":"Selected Topics on Business Informatics Research: Introduction to Issue 21 of CSIMQ","authors":"Raimundas Matulevičius, Václav Repa","doi":"10.7250/csimq.2019-21.00","DOIUrl":"https://doi.org/10.7250/csimq.2019-21.00","url":null,"abstract":"This issue of the journal on Complex Systems Informatics and Modeling Quarterly contains publications that present extended papers from the workshops of the 18th International Conference on Perspectives in Business Informatics Research (BIR 2019), organised in Katowice, Poland, 23-25 September 2019. The theme of the conference was Responsibilities of Digitalisation – Responsible Designing and Shaping the Future of Technology for Digital Preservation, Global Data Storage and Cost-Effective Management. The BIR 2019 workshops captured important and novel topics on security analytics, managed complexity, and information logistics and digital transformation. In this issue we also include one paper from the main BIR conference.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"2004 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117037591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-12-30DOI: 10.7250/csimq.2019-21.02
R. Buchmann, Ana-Maria Ghiran, Victoria Döller, D. Karagiannis
This article frames Conceptual Modeling education as a design problem, in the sense of the Design Science research framework, motivated by student preconceptions and oversimplifications causing a gap between how the discipline is perceived at the bachelor level and the holistic understanding of model value that is required for research work. The treatment to this design problem must comprise teaching approaches and artifacts capable of positioning Conceptual Modeling as a standalone discipline having a value proposition for any application domain, rather than a technique subordinated to other disciplines. The underpinning thesis is that modeling languages should be primarily understood as purposeful knowledge schemas that can be subjected to agile adaptations in support of model-driven systems or knowledge processes, by analogy to how a database schema is evolved in response to changing requirements of a data-driven system or data analytics needs. This thesis is supported by enablers provided by the Open Models Laboratory and the Agile Modeling Method Engineering framework – resources that support the development of treatments to the design problem framed by the article.
{"title":"Conceptual Modeling Education as a \"Design Problem\"","authors":"R. Buchmann, Ana-Maria Ghiran, Victoria Döller, D. Karagiannis","doi":"10.7250/csimq.2019-21.02","DOIUrl":"https://doi.org/10.7250/csimq.2019-21.02","url":null,"abstract":"This article frames Conceptual Modeling education as a design problem, in the sense of the Design Science research framework, motivated by student preconceptions and oversimplifications causing a gap between how the discipline is perceived at the bachelor level and the holistic understanding of model value that is required for research work. The treatment to this design problem must comprise teaching approaches and artifacts capable of positioning Conceptual Modeling as a standalone discipline having a value proposition for any application domain, rather than a technique subordinated to other disciplines. The underpinning thesis is that modeling languages should be primarily understood as purposeful knowledge schemas that can be subjected to agile adaptations in support of model-driven systems or knowledge processes, by analogy to how a database schema is evolved in response to changing requirements of a data-driven system or data analytics needs. This thesis is supported by enablers provided by the Open Models Laboratory and the Agile Modeling Method Engineering framework – resources that support the development of treatments to the design problem framed by the article.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126167150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-10-31DOI: 10.7250/csimq.2019-20.04
Alexandr Diadiushkin, K. Sandkuhl, Alexandr V. Maiatin
Financial industries are undergoing a digital transformation of their products, services, overall business models. Part of this digitalization in banking aims at automating most of the manual work in payment handling and integrating the workflows of involved service providers. The focus of the work presented in this paper is on fraud discovery and steps to fully automate it. Fraud discovery in financial transactions has become an important priority for banks. Fraud is increasing significantly with the expansion of modern technology and global communication, which results in substantial damages for the banks. Instant payment (IP) transactions cause new challenges for fraud detection due to the requirement of short processing time. The paper investigates the possibility to use artificial intelligence in IP fraud detection. The main contributions of our work are (a) an analysis of problem relevance from business and literature perspective, (b) a proposal for technological support for using AI in fraud detection of instant payment transactions, and (c) a feasibility study of selected fraud detection approaches.
{"title":"Fraud Detection in Payments Transactions: Overview of Existing Approaches and Usage for Instant Payments","authors":"Alexandr Diadiushkin, K. Sandkuhl, Alexandr V. Maiatin","doi":"10.7250/csimq.2019-20.04","DOIUrl":"https://doi.org/10.7250/csimq.2019-20.04","url":null,"abstract":"Financial industries are undergoing a digital transformation of their products, services, overall business models. Part of this digitalization in banking aims at automating most of the manual work in payment handling and integrating the workflows of involved service providers. The focus of the work presented in this paper is on fraud discovery and steps to fully automate it. Fraud discovery in financial transactions has become an important priority for banks. Fraud is increasing significantly with the expansion of modern technology and global communication, which results in substantial damages for the banks. Instant payment (IP) transactions cause new challenges for fraud detection due to the requirement of short processing time. The paper investigates the possibility to use artificial intelligence in IP fraud detection. The main contributions of our work are (a) an analysis of problem relevance from business and literature perspective, (b) a proposal for technological support for using AI in fraud detection of instant payment transactions, and (c) a feasibility study of selected fraud detection approaches.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121258647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-10-31DOI: 10.7250/csimq.2019-20.05
M. Wißotzki, Johannes Wichmann
In many industrial domains and service sectors, digitalization efforts show first results. New kinds of products and services were introduced, which would not have been possible without end-to-end digitalization of operational processes, continuous collection and evaluation of data about product use and evaluation of customer data or activities. Facing the challenge of customer satisfaction in terms of leisure activities, zoos are in need to modernize their tours and attendances. Therefore, this article describes the application of the Digital Innovation and Transformation Process (DITP) in animal-gardening facilities, as it collects, analyzes and structures information of 19 facilities within the “Landeszooverband Mecklenburg-Vorpommern e.V.” and combines them with qualitative studies. The research aims to analyze and focus the companies’ intention for the digitization of zoos by using the first phase of the DITP. Possible business concepts, related works and best practices were gathered and are the basis for further research and applications.
{"title":"\"Analyze & Focus Your Intention\" as the First Step for Applying the Digital Innovation and Transformation Process in Zoos","authors":"M. Wißotzki, Johannes Wichmann","doi":"10.7250/csimq.2019-20.05","DOIUrl":"https://doi.org/10.7250/csimq.2019-20.05","url":null,"abstract":"In many industrial domains and service sectors, digitalization efforts show first results. New kinds of products and services were introduced, which would not have been possible without end-to-end digitalization of operational processes, continuous collection and evaluation of data about product use and evaluation of customer data or activities. Facing the challenge of customer satisfaction in terms of leisure activities, zoos are in need to modernize their tours and attendances. Therefore, this article describes the application of the Digital Innovation and Transformation Process (DITP) in animal-gardening facilities, as it collects, analyzes and structures information of 19 facilities within the “Landeszooverband Mecklenburg-Vorpommern e.V.” and combines them with qualitative studies. The research aims to analyze and focus the companies’ intention for the digitization of zoos by using the first phase of the DITP. Possible business concepts, related works and best practices were gathered and are the basis for further research and applications.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116673474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-10-31DOI: 10.7250/csimq.2019-20.02
Margus Välja, Robert Lagerström, U. Franke, Göran Ericsson
Modeling IT architecture is a complex, time consuming, and error prone task. However, many systems produce information that can be used for automating modeling. Early studies show that this is a feasible approach if we can overcome certain obstacles. Often more than one source is needed in order to cover the data requirements of an IT architecture model; and the use of multiple sources means that heterogeneous data needs to be merged. Moreover, the same collection of data might be useful for creating more than one kind of models for decision support. IT architecture is constantly changing and data sources provide information that can deviate from reality to some degree. There can be problems with varying accuracy (e.g. actuality and coverage), representation (e.g. data syntax and file format), or inconsistent semantics. Thus, integration of heterogeneous data from different sources needs to handle data quality problems of the sources. This can be done by using probabilistic models. In the field of truth discovery, these models have been developed to track data source trustworthiness in order to help solving conflicts while making quality issues manageable for automatic modeling. We build upon previous research in modeling automation and propose a framework for merging data from multiple sources with a truth discovery algorithm to create multiple IT architecture models. The usefulness of the proposed framework is demonstrated in a study where models using three tools are created, namely; Archi, securiCAD, and EMFTA.
{"title":"A Framework for Automatic IT Architecture Modeling: Applying Truth Discovery","authors":"Margus Välja, Robert Lagerström, U. Franke, Göran Ericsson","doi":"10.7250/csimq.2019-20.02","DOIUrl":"https://doi.org/10.7250/csimq.2019-20.02","url":null,"abstract":"Modeling IT architecture is a complex, time consuming, and error prone task. However, many systems produce information that can be used for automating modeling. Early studies show that this is a feasible approach if we can overcome certain obstacles. Often more than one source is needed in order to cover the data requirements of an IT architecture model; and the use of multiple sources means that heterogeneous data needs to be merged. Moreover, the same collection of data might be useful for creating more than one kind of models for decision support. IT architecture is constantly changing and data sources provide information that can deviate from reality to some degree. There can be problems with varying accuracy (e.g. actuality and coverage), representation (e.g. data syntax and file format), or inconsistent semantics. Thus, integration of heterogeneous data from different sources needs to handle data quality problems of the sources. This can be done by using probabilistic models. In the field of truth discovery, these models have been developed to track data source trustworthiness in order to help solving conflicts while making quality issues manageable for automatic modeling. We build upon previous research in modeling automation and propose a framework for merging data from multiple sources with a truth discovery algorithm to create multiple IT architecture models. The usefulness of the proposed framework is demonstrated in a study where models using three tools are created, namely; Archi, securiCAD, and EMFTA.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"166 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133530261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-10-31DOI: 10.7250/csimq.2019-20.01
Christian Märtin, Felix Kampfer, Christian Herdin, Lionnelle Biawan Yameni
Situation analytics can be used to recognize the changing behavior, emotional state, cognitive load and environmental context of a user during complex task processing. This article discusses the SitAdapt 2.0 architecture that combines a situation analytics platform with pattern- and model-based user interface construction tools in order to build runtime-adaptive interactive business applications with enhanced user experience and task-accomplishment characteristics. The article focuses on the software components and tools for observing and tracking the user, data types for modeling situations, recognizing situations, and modeling structural changes and actions for generating the dynamic adaptations. The situation recognition capabilities and adaptive functionality of the system are demonstrated for web-applications for long-distance travel booking and a beauty products web-portal.
{"title":"Situation Analytics and Model-based User Interface Development: A Synergetic Approach for Building Runtime-Adaptive Business Applications","authors":"Christian Märtin, Felix Kampfer, Christian Herdin, Lionnelle Biawan Yameni","doi":"10.7250/csimq.2019-20.01","DOIUrl":"https://doi.org/10.7250/csimq.2019-20.01","url":null,"abstract":"Situation analytics can be used to recognize the changing behavior, emotional state, cognitive load and environmental context of a user during complex task processing. This article discusses the SitAdapt 2.0 architecture that combines a situation analytics platform with pattern- and model-based user interface construction tools in order to build runtime-adaptive interactive business applications with enhanced user experience and task-accomplishment characteristics. The article focuses on the software components and tools for observing and tracking the user, data types for modeling situations, recognizing situations, and modeling structural changes and actions for generating the dynamic adaptations. The situation recognition capabilities and adaptive functionality of the system are demonstrated for web-applications for long-distance travel booking and a beauty products web-portal.","PeriodicalId":416219,"journal":{"name":"Complex Syst. Informatics Model. Q.","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126649804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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