Interactive Business Intelligence & Processes
Research Activities
Multimodal COVID-19 DashboardsDashboards became very popular during the COVID-19 pandemic to help people better understand the spread of the virus. But dashboards are complex user interfaces and less tech-savvy users may struggle to access the information they need. Why not give users the opportunity to use both mouse and natural language to navigate the dashboard?
Click here to watch a Demo Video |
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Conversational Assistance in Forecasting Support SystemsAccurate forecasting decisions are important for many supply chain-based companies. However, decision makers often tend to trust their own beliefs more than advice from forecasting support systems (FSS), which prepare forecasts and support the forecasting process. Therefore, we explore how providing conversational assistance can help decision makers better understand the FSS and its forecasts in order to make more accurate forecasting decisions.
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Interactive Task Learning for Natural Language Interfacesof Data Visualization ToolsNatural language interfaces (NLIs) are increasingly shifting away from a one-size-fits-all design by allowing end users to teach NLIs how to correctly perform their natural language (NL) inputs (e.g., Siri, Google Assistant). With our ONYX we investigate how the promising concept of interactive task learning (ITL) can be utilized to enable end users to teach NLIs. ITL-based systems are inspired by how we teach humans new tasks and do not require end users to familiarize themselves with a programming language.
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Designing Guidance Systems in Business Intelligence & AnalyticsToday’s organizations rely on BI&A to make smarter and faster decisions. BI&A refers to all techniques, technologies, systems, and applications that analyze critical business and market and make timely business decisions. But to make use of large amounts of data and hence support decision-making, data must be analyzed, and this requires analytical and technical skills on the part of humans. However, while the available data is growing exponentially simultaneously, the number of people with analytical and technical skills is increasing only slowly. Thus, this skill gap puts pressure on the labor market and increases the need for human resources with these skills. Recent research has highlighted several user-related challenges, ranging from problems accessing and using the data to difficulties using the current tools to even issues in interpreting the resulting outcomes due to users’ limited skills. One promising attempt to address these challenges could relate to the concept of guidance. Guidance is a computer-assisted process that aims to actively resolve a skill gap encountered by users. Hereby, guidance can assist users in decision making, problem-solving, and task execution during system use. Therefore, the goal is to develop guidance systems in BI&A that support business users with limited analytical skills when analyzing data.
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EnTIS – EnBW Tax Information SystemIn cooperation with EnBW and University of Mannheim, the EnTIS project aims at developing information systems for tax professionals. A major focus is how users can be supported in knowledge intensive tasks and how these users interact with the system. Read more about this project or get in contact
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Partners
EnBW | |
BASF | |
Carnegie Mellon University |
Interested in our topics? Send us an email now and join our team as a student research assistant!
Name | Title | Phone | |
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Gunklach, Jonas | M. Sc. | +49 721 608-41583 | jonas gunklach ∂ kit edu |
Jacob, Katharina | B.Sc. | ||
Wagner, Niklas | B.Sc. |
Publications
Knäble, M.; Nadj, M.; Mädche, A.
2024. Interacting with Computers, Art.-Nr.: iwae008. doi:10.1093/iwc/iwae008
Ruoff, M.; Myers, B. A.; Maedche, A.
2023. CHI ’23: CHI Conference on Human Factors in Computing Systems Hamburg Germany April 23 - 28, 2023. Ed.: A. Schmidt, Art.-Nr.: 417, Association for Computing Machinery (ACM). doi:10.1145/3544548.3580964
Schelhorn, T. C.; Gunklach, J.; Maedche, A.
2023. LWDA 2023 : Lernen, Wissen, Daten, Analysen 2023. Ed.: M. Leyer, 14–27, RWTH Aachen
Nadj, M.; Rissler, R.; Adam, M. T. P.; Knierim, M. T.; Li, M. X.; Maedche, A.; Riedl, R.
2023. MIS quarterly, 47 (4), 1615–1646
Meza Martínez, M. A.; Mädche, A.
2023. Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies ICIS 2023, 1–17, AIS eLibrary (AISeL)
Ruoff, M.; Gnewuch, U.; Mädche, A.; Scheibehenne, B.
2023. Journal of the Association for Information Systems, 24 (6), 1500–1526. doi:10.17705/1jais.00801
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z
Knaeble, M.; Nadj, M.; Germann, L.; Maedche, A.
2023. ECIS 2023 Proceedings
Gunklach, J.; Nadj, M.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
Gunklach, J.; Jacob, K.; Michalczyk, S.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)
Knaeble, M.; Sailer, G.; Chen, Z.; Schwarz, T.; Yang, K.; Nadj, M.; Stiefelhagen, R.; Maedche, A.
2023. W4A ’23: 20th International Web for All Conference Austin TX USA 30 April 2023- 1 May 2023, 173–174, Association for Computing Machinery (ACM). doi:10.1145/3587281.3587293
Haug, S.; Ruoff, M.; Gnewuch, U.
2022. ICIS 2022 Proceedings. Vol.: 2, 1–9, AIS eLibrary (AISeL)
Michalczyk, S.; Breitling, N.; Mädche, A.
2022. Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Ed.: J. De Weerdt, 64–72, Springer
Ruoff, M.; Myers, B. A.; Maedche, A.
2022. CHI EA ’22: CHI Conference on Human Factors in Computing Systems Extended Abstracts: April 30–May 5, 2022 ; New Orleans, LA, USA. Ed.: S. Barbosa, Art.-Nr.: 433, Association for Computing Machinery (ACM). doi:10.1145/3491101.3519793
Gnewuch, U.; Ruoff, M.; Peukert, C.; Maedche, A.
2022. Business & Information Systems Engineering, 64 (6), 813–823. doi:10.1007/s12599-022-00766-8
Knaeble, M.; Nadj, M.; Maedche, A.
2022. CHI 2022 Workshop - Self-Determination Theory in HCI: Shaping a Research Agenda
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
Michalczyk, S.; Nadj, M.; Beier, H.; Mädche, A.
2021. CAiSE ’21- 33rd International Conference on Advanced Information Systems Engineering, MELBOURNE, 28 JUNE 2021 - 2 JULY 2021, 154–161. doi:10.1007/978-3-030-79108-7_18
Jussupow, E.; Meza Martínez, M. A.; Mädche, A.; Heinzl, A.
2021. 42nd International Conference on Information Systems, Association for Information Systems (AIS)
Fleiner, C.; Riedel, T.; Beigl, M.; Ruoff, M.
2021. MuC ’21: Mensch und Computer 2021. Ed.: S. Schneegass, 79–91, Association for Computing Machinery (ACM). doi:10.1145/3473856.3473871
Foerste, M.; Nadj, M.; Knaeble, M.; Maedche, A.; Gehrmann, L.; Stahl, F.
2021. Mensch und Computer 2021 (MuC ’21), Ingolstadt, 5.-8.9.2021, 574–577, Association for Computing Machinery (ACM). doi:10.1145/3473856.3474027
Ruoff, M.; Gnewuch, U.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Article no: 1698, Association for Information Systems (AIS)
Ruoff, M.; Gnewuch, U.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Article no: 1610, Association for Information Systems (AIS)
Michalczyk, S.; Nadj, M.; Mädche, A.; Gröger, C.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Paper Number: 1622, Association for Information Systems (AIS)
Nadj, M.; Maedche, A.; Schieder, C.
2020. Decision support systems, 135, Art.Nr.: 113322. doi:10.1016/j.dss.2020.113322
Knaeble, M.; Nadj, M.; Maedche, A.
2020. 15. Internationale Tagung Wirtschaftsinformatik (WI 2020), Potsdam, 9 - 11 März 2020, 2–16, GITO Verlag. doi:10.30844/wi_2020_a1-knaeble
Ruoff, M.; Gnewuch, U.; Alexander Maedche
2020. HCI/MIS Workshop 2020 – The 19th Annual Pre-ICIS Workshop on HCI Research in MIS, December 12, 2020, (One-Day Online Workshop), AIS eLibrary (AISeL)
Knierim, M. T.; Nadj, M.; Li, M. X.; Weinhardt, C.
2020. 40th International Conference on Information Systems (ICIS 2019), München, 15.-18. Dezember 2019, AIS eLibrary (AISeL)
Michalczyk, S.; Scheu, S.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 57, AIS eLibrary (AISeL)
Michalczyk, S.; Nadj, M.; Azarfar, D.; Mädche, A.; Gröger, C.
2020. Proceedings of the 28th European Conference on Information Systems (ECIS), An Online AIS Conference (Marrakesh, Marokko), June 15-17, 2020, Art.Nr. 46, AIS eLibrary (AISeL)
Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
2020. Künstliche Intelligenz, 34, 131–142. doi:10.1007/s13218-020-00634-1
Knierim, M. T.; Nadj, M.; Weinhardt, C.
2019. CHIRA 2018 : proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications, Wien, A, September 20-21, 2019. Ed.: H.P. Silva, 183–190, SciTePress
Meza Martínez, M. A.; Nadj, M.; Maedche, A.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 172, AIS eLibrary (AISeL)
Augenstein, D.; Fleig, C.
2018. Designing for business model comprehension - Principles for an extended business model tool - European Conference on Information Systems (ECIS), Portsmouth, UK, June 23rd – 28th 2018, 1–11, AIS eLibrary (AISeL)
Augenstein, D.; Fleig, C.; Mädche, A.
2018. Designing for a Digital and Globalized World: 13th International Conference, DESRIST 2018, Chennai, IND, June 3-6, 2018, Proceedings. Ed.: S. Chatterjee, 205–217, Springer International Publishing. doi:10.1007/978-3-319-91800-6_14
Fleig, C.; Augenstein, D.; Maedche, A.
2018. CAiSE Forum 2018 - Information Systems in the Big Data Era - International Conference on Advanced Information Systems Engineering, Tallinn, EST, June 11-15, 2018. Ed.: J. Mendling, 90–104, Springer. doi:10.1007/978-3-319-92901-9_9
Augenstein, D.; Fleig, C.; Dellermann, D.
2018. 39th International Conference on Information Systems, ICIS 2018: Proceedings, 9 S., Association for Information Systems (AIS)
Exler, A.; Kramer, S.; Meza Martínez, M. A.; Navolskyi, C.; Vogt, M.; Beigl, M.
2018. 7th International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2017; Vienna; Austria; 14 November 2017 through 15 November 2017, 163–168, Springer. doi:10.1007/978-3-319-98551-0_19
Knaeble, M.; Nadj, M.; Maedche, A.
2018. 13th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Chennai, IND, June 3-6, 2018, 1–15
Wurm, B.; Mendling, J.; Schmiedel, T.; Fleig, C.
2018. European Conference on Information Systems 2018 (ECIS 2018), Portsmouth, UK, June 23 - 28, 2018
Fleig, C.; Augenstein, D.; Mädche, A.
2018. Business Process Management Forum: BPM Forum 2018. Sydney, NSW, Australia, September 9-14, 2018. Proceedings. Ed.: Mathias Weske, 228–244, Springer Nature. doi:10.1007/978-3-319-98651-7_14
Fleig, C.; Augenstein, D.; Mädche, A.
2018. 16th International Conference on Business Process Management (BPM), Sydney, AUS, September 9-14, 2018
Fleig, C.; Augenstein, D.; Maedche, A.
2018. CAiSE Forum 2018 - Information Systems in the Big Data Era - International Conference on Advanced Information Systems Engineering, Tallinn, Estonia, 11-15 June 2018. Ed.: J. Mendling, 105–113, Springer. doi:10.1007/978-3-319-92901-9_10