Publikationen


Suche nach „[Angewandte Informatik]“ hat 326 Publikationen gefunden
Suchergebnis als PDF
    DigitalMobilAngewandte InformatikTC Plattling MoMo

    Beitrag (Sammelband oder Tagungsband)

    Nicki Bodenschatz, Markus Eider, Andreas Berl

    Mixed-Integer-Linear-Programming model for the charging scheduling of electric vehicle fleets

    [Accepted for publication]

    Proceedings of the 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) [September 6-8, 2020; Deggendorf]

    2020

    MobilNachhaltigAngewandte InformatikTC Plattling MoMo

    Beitrag (Sammelband oder Tagungsband)

    Markus Eider, Andreas Berl

    Requirements for prescriptive recommender systems extending the lifetime of EV batteries

    [Accepted for publication]

    Proceedings of the 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) [September 6-8, 2020; Deggendorf]

    2020

    DigitalNachhaltigAngewandte InformatikTC Freyung

    Beitrag (Sammelband oder Tagungsband)

    Melanie Piser, Sebastian Wöllmann, Roland Zink

    Adolescents in Spatial Planning - A Digital Participation Platform for Smart Environmental and Democratic Education in Schools

    Journal of Digital Landscape Architecture (JoDLA) 5-2020, Berlin; Offenbach, vol. 5

    2020

    ISBN: 978-3-87907-690-1

    DigitalAngewandte InformatikTC Freyung

    Beitrag (Sammelband oder Tagungsband)

    Sebastian Wöllmann, Roland Zink, Melanie Piser

    3D Mapping to collect volunteered geographic information

    [Accepted for publication]

    Proceedings of the 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) [September 6-8, 2020; Deggendorf]

    2020

    DigitalGesundAngewandte Informatik

    Beitrag (Sammelband oder Tagungsband)

    L. Trestioreanu, Patrick Glauner, J. Meira, M. Gindt, R. State

    Using Augmented Reality and Machine Learning in Radiology

    Innovative Technologies for Market Leadership: Investing in the Future

    2020

    ISBN: 978-3-030-41308-8

    DigitalMobilAngewandte Informatik

    Beitrag (Sammelband oder Tagungsband)

    S. Mund, Patrick Glauner

    Autonomous Driving on the Thin Trail of Great Opportunities and Dangerous Trust

    Innovative Technologies for Market Leadership: Investing in the Future

    2020

    ISBN: 978-3-030-41308-8

    DigitalAngewandte Informatik

    Beitrag (Sammelband oder Tagungsband)

    M. Thurner, Patrick Glauner

    Digitalization in Mechanical Engineering

    Innovative Technologies for Market Leadership: Investing in the Future

    2020

    ISBN: 978-3-030-41308-8

    DigitalAngewandte Informatik

    Beitrag (Sammelband oder Tagungsband)

    Patrick Glauner

    Unlocking the Power of Artificial Intelligence for Your Business

    Innovative Technologies for Market Leadership: Investing in the Future

    2020

    ISBN: 978-3-030-41308-8

    DigitalAngewandte InformatikTC Freyung

    Beitrag (Sammelband oder Tagungsband)

    C. Hoermann, Raphaela Pagany, K. Kirchner, Wolfgang Dorner, M. Heurich, I. Storch

    Predicting the risk of deer-vehicle collisions by inferring rules learnt from deer experience and movement patterns in the vicinity of roads

    [Accepted for publication]

    Proceedings of the 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) [September 6-8, 2020; Deggendorf]

    2020

    DigitalAngewandte InformatikTC Freyung

    Beitrag (Sammelband oder Tagungsband)

    Raphaela Pagany, Javier Valdés, Wolfgang Dorner

    Risk prediction of wildlife-vehicle collisions comparing machine learning methods and data use

    [Accepted for publication]

    Proceedings of the 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) [September 6-8, 2020; Deggendorf]

    2020

    DigitalAngewandte InformatikTC Freyung

    Zeitschriftenartikel

    J. Trager, L. Kalová, Raphaela Pagany, Wolfgang Dorner

    Warning apps for road safety – a technological and economical perspective for autonomous driving

    [Article submitted]

    International Journal of Human–Computer Interaction

    2020

    DigitalAngewandte InformatikTC Freyung

    Zeitschriftenartikel

    Raphaela Pagany

    Wildlife-vehicle collisions—Influencing factors, data collection and research methods

    [Article submitted]

    Biological Conservation

    2020

    DigitalAngewandte InformatikTC Grafenau

    Zeitschriftenartikel

    Ali Fallah Tehrani, M. Strickert, Diane Ahrens

    Class of Monotone Kernelized Classifiers on the basis of the Choquet Integral

    Expert Systems, vol. 37, no. First published: 21 January 2020, pp. 1-15

    2020

    DOI: 10.1111/exsy.12506

    Abstract anzeigen

    The key property of monotone classifiers is that increasing (decreasing) input values lead to increasing (decreasing) the output value. Preserving monotonicity for a classifier typically requires many constraints to be respected by modeling approaches such as artificial intelligence techniques. The type of constraints strongly depends on the modeling assumptions. Of course, for sophisticated models such conditions might be very complex. In this study we present a new family of kernels that we call it Choquet kernels. Henceforth it allows for employing popular kernel‐based methods such as support vector machines. Instead of a naïve approach with exponential computational complexity we propose an equivalent formulation with quadratic time in the number of attributes. Furthermore, since coefficients derived from kernel solutions are not necessarily monotone in the dual form, different approaches are proposed to monotonize coefficients. Finally experiments illustrate beneficial properties of the Choquet kernels.

    DigitalAngewandte InformatikTC Freyung

    Beitrag (Sammelband oder Tagungsband)

    Wolfgang Dorner, Mariann Juha

    Museumsapps - Individualität versus Plattformstrategie

    Digital Humanities Austria 2018

    2020

    ISBN: 978-3-7001-8668-7

    DigitalAngewandte InformatikAngewandte Wirtschaftswissenschaften

    Zeitschriftenartikel

    Marco Kretschmann, Andreas Fischer, Benedikt Elser

    Extracting Keywords from Publication Abstracts for an Automated Researcher Recommendation System

    Digitale Welt, vol. 4, no. 1, pp. 20-25

    2020

    DOI: 10.1007/s42354-019-0227-2

    Abstract anzeigen

    This paper presents an automated keyword assignment system for scientific abstracts. That system is applied to paper abstracts collected in a local publication database and used to drive a researcher recommendation system. Problems like low data volume and missing keywords are discussed. For remediation, training is performed on an extended data set based on large online publication databases. Additionally a closer look at label imbalance in the dataset is taken. Ten multi-label classification algorithms for assigning keywords from a given catalogue to a scientific abstract are compared. The usage of binary relevance as transformation method with LightGBM as classifier yields the best results. Random oversampling before the training phase additionally increases the F1-Score by around 5-6%.

    DigitalAngewandte InformatikTC Grafenau

    Zeitschriftenartikel

    Ali Fallah Tehrani, M. Strickert, Diane Ahrens

    A Class of Monotone Kernelized Classifiers on the Basis of the Chopuet Integral

    [Accepted for publication]

    Expert Systems

    2020

    DigitalAngewandte Informatik

    Beitrag (Sammelband oder Tagungsband)

    Monica I. Ciolacu, Leon Binder, P. M. Svasta, D. Stoichescu, I. Tache

    Education 4.0 - Jump to Innovation IoT in Higher Education

    Proceedings of the 2019 IEEE 25th International Symposium for Design and Technology in Electronic Packaging (SIITME) [Oct 23-26, 2019; Cluj-Napoca, Romania], New York, NY, USA

    2020

    DOI: 10.1109/SIITME47687.2019.8990825

    Abstract anzeigen

    Artificial Intelligence (AI) will play a key role in Higher Education. Our contribution leads the road to innovation within IoT for Education 4.0, using a system comprising smartwatch data, health data, learning analytics and Artificial Intelligence. By using embedded sensors from wearable devices, we can add value to Education 4.0. Smartwatches are IoT devices, equipped with a multitude of embedded sensors collecting distraction-free huge amounts of real-time data during students’ learning. In our paper we highlight advantages of wrist-based wearables like smartwatches for Education 4.0. We develop a User Experience Questionnaire for the measurement of acceptance of advanced electronic technology in Higher Education. We identify as experiment’s results the most important sensors and protocols for Education 4.0.

    DigitalAngewandte InformatikTC Grafenau

    Beitrag (Sammelband oder Tagungsband)

    Monica I. Ciolacu, Leon Binder, Heribert Popp

    Enabling IoT in Education 4.0 with Biosensors from Wearables and Artificial Intelligence

    Proceedings of the 2019 IEEE 25th International Symposium for Design and Technology in Electronic Packaging (SIITME) [Oct 23-26, 2019; Cluj-Napoca, Romania], New York, NY, USA

    2020

    DOI: 10.1109/SIITME47687.2019.8990763

    Abstract anzeigen

    A major challenge for Education 4.0 is to make use of wearable devices for helping students in monitoring their learning behavior and their activities (steps, heart rate variability, and heart rate) in real-time. The first aim of this paper is to present our implementation of adaptivity and Artificial Intelligence (AI) methods within the Education 4.0 process. In this work, we investigate embedded biosensors (noninvasive, low-cost, and distraction-free) used in smartphones and smartwatches. The next objective is to enable IoT for Higher Education, i.e. a novel system assisted by AI that takes embedded biosensor data and environmental data into account in order to estimate students’ wellbeing and health. In this regard, we propose a framework that uses wearable devices to collect data with biofeedback methods to support students’ academic success.

    NachhaltigAngewandte InformatikTC Freyung

    Zeitschriftenartikel

    D. Kammerl, Roland Zink

    Nachhaltigkeitsdiamant – Bewertungs- und Implementierungsmethode für eine nachhaltigkeitsorientierte Produktentwicklung

    Bavarian Journal of Applied Sciences, vol. 5, no. 1, pp. 423-434

    2019

    DOI: 10.25929/bjas.v5i1.71

    Abstract anzeigen

    Im vorliegenden Beitrag wird eine Methode beschrieben, um Nachhaltigkeit in der Produkt- und Produkt-Service-System-Entwicklung zu bewerten. Der Fokus liegt dabei insbesondere auf der frühen Phase der Entwicklung, um im Gegensatz zu einer Vielzahl der bestehenden Bewertungsmethoden proaktiv und nicht reaktiv handeln zu können. Mithilfe der Methode wird der komplexe Sachverhalt der Nachhaltigkeit messbar und graphisch auf einfach verständliche Art und Weise dargestellt.

    DigitalAngewandte InformatikTC Freyung

    Zeitschriftenartikel

    Roland Zink, Melanie Piser, Sebastian Wöllmann

    Kommunale Homepages zur nachhaltigen Bürgerkommunikation und -partizipation – ein Vergleich von Stadt und Land

    Bavarian Journal of Applied Sciences, vol. 5, no. 1, pp. 412-422

    2019

    Abstract anzeigen

    Motiviert durch die aktuellen Trends in der digitalen Kommunikation hin zu interaktiven Homepages und Sozialen Medien, thematisiert dieser Beitrag das quantitative Angebot von digitalen Funktionen auf kommunalen Homepages im Vergleich von Stadt und Land. Dazu findet eine Sichtung von insgesamt 209 Homepages von Kommunen in Bayern mit unterschiedlicher Einwohnergröße und unterschiedlicher infrastruktureller Ausgangslage statt. Die Analyse unterscheidet dabei in die etablierten Bereiche des (1) Bürgerkontakts (Web 1.0) sowie in (2) Bürgerdialog und (3) Soziale Medien mit interaktiven und Web 2.0-Angeboten. Die Ergebnisse zeigen, dass ländliche Kommunen in den beiden ersten Kategorien mit den städtischen Kommunen auf Augenhöhe agieren, beim Einsatz Sozialer Medien aber bisher weit zurückbleiben. Gründe hierfür können sowohl mangelnde Kompetenzen im Umgang mit Sozialen Medien als auch die infrastrukturelle, personelle und finanzielle Ausstattung der Kommune sein. Dennoch bedarf es künftig einer proaktiven Herangehensweise der Kommunen, um diese Lücke zu schließen und moderne digitale Kommunikationsangebote im ländlichen Raum weiter zu stärken. Recent trends show the development from digital communication to interactive homepages and social media features. This contribution discusses the quantifiable offer of digital features on urban and rural municipal homepages in comparison. For this, 209 homepages of Bavarian municipalities with differences concerning population and infrastructural situation were analyzed. The analysis discerns three sections: (1) contact with citizens (web 1.0), (2) dialogue with inhabitants and (3) social media and interactive web 2.0 features. The results show that urban and rural municipalities are head to head in the first two categories, in the third case, however, the rural areas are left far behind. Reasons for this might be the lack of competences in using social media and the lack of infrastructural, personal and financial resources. It is necessary to actively tackle this issue in order to close this gap and to strengthen contemporary communication in rural areas.