| |||||||||||||||
DAS 2024 : Data Analytics as a Service – Challenges and Opportunities - Workshop | |||||||||||||||
Link: https://www.data-analytics-research.de/#english-version | |||||||||||||||
| |||||||||||||||
Call For Papers | |||||||||||||||
Workshop Topic:
--------------- Data analysis is becoming increasingly important in science and practice. However, organisations and companies are increasingly faced with both challenges and opportunities. In particular, the combination of structured and unstructured data, data engineering and different analysis and visualisation methods pose major challenges, as does the frequent lack of expertise in these areas. The use and analysis of data can improve or even introduce new processes in various areas, but often only with the help of external service providers or internal competence centres. The workshop aims to present and discuss scientific findings on the possibilities and limitations, in order to provide the community with a contribution to this important topic in science and practice. Possible topics or subject areas (not limited to these): ------------------------------------------------------------ - Development and utilisation of data analytics solutions - Opportunities and challenges of data analytics in service and production companies - Organisational anchoring of the development and operation of data analytics solutions (analytics centre of excellence, data science teams, external service providers) - Utilisation of differently structured data (unstructured, semi-structured, structured) in data analytics projects - Use of NLP/LLMs, object recognition, voice analytics and process mining in data analytics - Acceptance and comprehensibility/explainability of data analytics solutions - Ensuring data quality in analytics projects - Use of synthetic data for training data analytics solutions - Compliance and legal aspects of data analytics solutions - Specifics of data analytics for SMEs - Going live and operating data analytics solutions etc. Both theoretical and practice-oriented contributions related to data analytics are welcome. Dates and deadlines: -------------------- 05.05.2024: Deadline for the submission of the paper 10.06.2024: Sending the reviews to the authors 28.06.2024: Submission of the revised paper 26.09.2024: Workshop (planned in presence and hybrid) Submissions and contribution formats: ------------------------------------- Full paper (max. 10 pages) Short paper (max. 6 pages) Practical contributions / discussion papers / demo papers (4 pages) All information incl. references, title page, etc. The contributions can be submitted either in English or in German. Publication ------------ After successful peer-reviewed review, a publication in the conference proceedings of Informatik 2024 is planned. The planned proceedings will be published in the ranked series „Lecture Notes in Informatics“ (LNI) of the Gesellschaft für Informatik (GI). The LNI series of the GI is listed in relevant rankings (e.g. VHB JQ3: C; WKWI Orientierungsliste B; SJR). The author template and guidelines can be found here: ---------------------------------------------------- German version: https://gi.de/fileadmin/GI/Hauptseite/Service/Publikationen/LNI/LNI-Autorenrichtlinien.docx English version: https://gi.de/fileadmin/GI/Hauptseite/Service/Publikationen/LNI/LNI-authorsinstructions-englisch.doc Following the author’s template and guidelines is mandatory. Unfortunately, deviations from them cannot be considered. Submissions can be made via Easychair: https://easychair.org/conferences/?conf=das240 Conference information: ------------------------- Workshop is part of Informatiktagung 2024 of the GI – „Informatik Festival“: https://informatik2024.gi.de/workshops_a-z.html |
|