Jüngling, Stephan
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- PublikationTowards an assistive and pattern learning-driven process modeling approach(2019) Laurenzi, Emanuele; Hinkelmann, Knut; Jüngling, Stephan; Montecchiari, Devid; Pande, Charuta; Martin, Andreas; Martin, Andreas; Hinkelmann, Knut; Gerber, Aurona; Lenat, Doug; van Harmelen, Frank; Clark, Peter [in: Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019)]The practice of business process modeling not only requires modeling expertise but also significant domain expertise. Bringing the latter into an early stage of modeling contributes to design models that appropriately capture an underlying reality. For this, modeling experts and domain experts need to intensively cooperate, especially when the former are not experienced within the domain they are modeling. This results in a time-consuming and demanding engineering effort. To address this challenge, we propose a process modeling approach that assists domain experts in the creation and adaptation of process models. To get an appropriate assistance, the approach is driven by semantic patterns and learning. Semantic patterns are domain-specific and consist of process model fragments (or end-to-end process models), which are continuously learned from feedback from domain as well as process modeling experts. This enables to incorporate good practices of process modeling into the semantic patterns. To this end, both machine-learning and knowledge engineering techniques are employed, which allow the semantic patterns to adapt over time and thus to keep up with the evolution of process modeling in the different business domains.04B - Beitrag Konferenzschrift
- PublikationLeverage white-collar workers with AI(2019) Jüngling, Stephan; Hofer, Angelin; Martin, Andreas; Hinkelmann, Knut; Gerber, Aurona; Lenat, Doug; Clark, Peter [in: Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019)]Based on the example of automated meeting minutes taking, the paper highlights the potential of optimizing the allocation of tasks between humans and machines to take the particular strengths and weaknesses of both into account. In order to combine the functionality of supervised and unsupervised machine learning with rule-based AI or traditionally programmed software components, the capabilities of AI-based system actors need to be incorporated into the system design process as early as possible.04B - Beitrag Konferenzschrift
- PublikationChecking the students aptitude for a bachelor program: experiences with a web-based tool(2018) Jüngling, Stephan; Telesko, Rainer; Reber, AndreasResearch Abstract: Checking the student’s aptitude for a Bachelor program: Experiences with a Web-based tool Research Objectives: In autumn 2014 the Bachelor program „Business Information Technology (BIT)” has been launched. BIT is about the application of information technology in business with the focus on building information systems. Since several terms, it can be observed that a considerable number of students faces difficulties in modules related to programming and mathematics at the beginning of the study. In order to monitor the aptitude of the program for beginners a project was launched with the aim to develop a method and a web-tool supporting the self-assessment related to indispensable competencies in the BIT program. Methodology: The aptitude test - built with Google Forms - currently consists of 31 predefined multiple choice questions and calculates an overall aptitude value and single aptitude values for the main categories logical and analytical thinking, understanding algorithms and abstract thinking. The questions are taken from well-established test systems like ELIGO-System, BOMAT, CASA etc. and are typically solved within less than 45 minutes. The students can check their suitability for the study programme by comparing their overall aptitude value with a given threshold. First test runs conducted with the tool confirm the validity of the aptitude test. The future scope will involve more students and deal with an analysis of concrete weaknesses that can be used as input to adapt the settings of programming and mathematics modules.06 - Präsentation
- PublikationInnovation potential for human computer interaction domains in the digital enterprise(Springer, 2018) Jüngling, Stephan; Lutz, Jonas; Korkut, Safak; Jäger, Janine; Dornberger, Rolf [in: Business information systems and Technology 4.0. New trends in the age of digital change]This chapter summarizes a historic overview of some iconic examples of human computer interaction devices and focuses on a human computer interaction paradigm which is based more on human language. Human language is by far the most utilized means of conscious communication between humans whereas the mouse and keyboard are the dominant means to store and process information in computers. This chapter elaborates on the main challenges related to human language, as well as on ideas showing how human language, written or spoken, is embedded in different application scenarios. Built on this premise this chapter presents ideas for today’s digitalized enterprises, which seem to disregard the fact that the latest technological advancements enable different ways of interacting with computerized systems, and that current interaction methods are bound to constraints of half a century ago. Given today’s computational power, the engineers of former decades would not have had to invent intermediary interaction devices such as the mouse, if direct manipulation with touch screen or natural language processing had been possible. The possibilities for modern enterprises to overcome the restrictions of interaction devices from the past are considered.04A - Beitrag Sammelband
- PublikationImpressions from the Gansu International Fellowship Program GIFP(16.01.2017) Jüngling, Stephan [in: Swiss SME Research Center China]10 - Elektronische-/ Webpublikation
- PublikationDas Spannungsverhältnis zwischen Bildung und Innovation(08.07.2016) Jüngling, Stephan; Reber, Andreas [in: ICT - Kommunikation]Wer aktuell ein neues Notebook erwerben möchte, der sieht oft den Sticker: Ready for Cortana. Aber wer hat dies schon einmal als Frage an sich selbst gestellt? Sind wir ready for Cortana? Dem Scharnier zwischen Tastatur und Bildschirm kommt schon fast symbolische Bedeutung zu. Lösen wir uns langsam aber sicher von Tastatur und Maus? Wie interagieren wir mit unseren Computern? Die Visionen sind schon lange klar. Geprägt wurden sie schon in den 1960er Jahren durch den Bord Computer von Raumschiff Enterprise oder in den 1980er Jahren durch Knight Rider, bei dem Michael Hasselhoff durch Kitt, einem selbstfahrenden Auto mit künstlicher Intelligenz in seiner Rolle als High‐Tech-Kriminalagent unterstützt wurde. Die Realität nähert sich langsam aber stetig den Visionen, oft unbemerkt von der breiten Öffentlichkeit. Viele ignorieren Siri auf dem iPhone, OK Google auf dem Android Device und auch der aktuell bei gut der Hälfte der Notebooks im Laden angebrachte Sticker „ready for Cortana“ bleibt oft unbeachtet.01B - Beitrag in Magazin oder Zeitung
- PublikationTowards an Agile Requirements Engineering Process combining HERMES 5 and SCRUM(2015) Schär, Birgit; Jüngling, Stephan; Thönssen, Barbara; Hinkelmann, Knut; Thönssen, Barbara [in: ES2015, Third International Conference on Enterprise Systems, Basel, 14-15 October 2015]04B - Beitrag Konferenzschrift
- PublikationDer gravierende Wandel in der ICT-Branche(01.07.2014) Jüngling, Stephan; Reber, Andreas [in: ICT - Kommunikation]Nicht nur internationale Konzerne, sondern auch KMU stehen zunehmend unter dem wirtschaftlichen Druck, IT effizienter einzusetzen. Vermehrt kommen dafür auch Services aus der Cloud als eine zusätzliche Möglichkeit zur Prozessunterstützung hinzu. Damit wird die als "Make or Buy" bekannte Entscheidung um die zusätzliche Option des "Rent" erweitert. Um hier die richtigen Entscheidungen zu treffen, braucht es Leute, die sowohl die IT als auch das Business verstehen.01B - Beitrag in Magazin oder Zeitung