Dirk Werth

Orcid: 0000-0003-2115-6955

According to our database1, Dirk Werth authored at least 126 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Garment Returns Prediction for AI-Based Processing and Waste Reduction in E-Commerce.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Digitaler Prozesspass.
Inform. Spektrum, June, 2023

Acoustic Signal Processing using Deep Learning for Intelligent Feed Monitoring of Dicentrarchus Labrax.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

A Study on Automatic Detection, Length and Mass Estimation of Fishes in Aqua Farming Environment.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2023

Advances in AI-Based Garment Returns Prediction and Processing: A Conceptual Approach for an AI-Based Recommender System.
Proceedings of the 20th International Conference on Smart Business Technologies, 2023

Sewer-AI: Sustainable Automated Analysis of Real-World Sewer Videos Using DNNs.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Design of a Human-in-the-Loop Centered AI-Based Clinical Decision Support System for Professional Care Planning.
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

Power Consumption Analysis as a Detection Indicator for Cyberattacks on Smart Home Devices.
Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023

2022
Industry goes metaverse - the fusion of real and virtual industrial worlds exemplified by the wastewater industry.
i-com, 2022

Objectively Assessing the Suitability of Digital Processes for Robotic Process Automation.
Proceedings of the WI for Grand Challenges, 2022

A Semantic Segmentation Approach for Road Defect Detection and Quantification.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

A Practical Approach for Road Quality Estimation using Smartphone based Inertial Data: IMU data processing pipeline to estimate road quality.
Proceedings of the ICMLT 2022: 7th International Conference on Machine Learning Technologies, Rome, Italy, March 11, 2022

Haptic Learning and Technology: Analyses of Digital Use Cases of Haptics Using the Haptic Learning Model.
Proceedings of the HCI International 2022 Posters, 2022

Extracting Process Instances from User Interaction Logs.
Proceedings of the 4th International Conference on Advanced Information Science and System, 2022

2021
Der Mensch im Fokus der digitalen Transformation des Lernens: Erfolgreiche Aus- und Weiterbildung im Unternehmen.
HMD Prax. Wirtsch., 2021

Omnichannel Retail Customer Experience with Mixed-Reality Shopping Assistant Systems.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Convolutional Autoencoder Based Textile Defect Detection Under Unconstrained Setting.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

Haptic Interaction for VR: Use-Cases for Learning and UX, Using the Example of the BMBF Project SmartHands.
Proceedings of the HCI in Business, Government and Organizations, 2021

Towards Collaborative Analysis of Computational Fluid Dynamics using Mixed Reality.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

The Impact of Prior Experience on Customers Using a Mixed-Reality Shopping Assistant.
Proceedings of the 27th Americas Conference on Information Systems, 2021

Towards Kinematically Constrained Real Time Human Pose Estimation using Sparse IMUs.
Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020
KI-basierte Mensch-Roboter-Interaktion durch die Weiterentwicklung multifunktionaler Serviceroboter zur Unterstützung in der klinischen Pflege.
HMD Prax. Wirtsch., 2020

Aufgabenfelder und Einsatzmöglichkeiten von Desktop Activity Mining.
HMD Prax. Wirtsch., 2020

Do-It-Yourself-Plattformen für individuelle Wearables - Konzeption einer Maker-Plattform und Potenzialanalyse.
HMD Prax. Wirtsch., 2020

Integrated Data and Service Platforms for Smart Energy Networks as a Key Component for Smart Cities.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

An In-store Recommender System Leveraging the Microsoft HoloLens.
Proceedings of the HCI International 2020 - Posters - 22nd International Conference, 2020

Who Wants to Use an Augmented Reality Shopping Assistant Application?
Proceedings of the 4th International Conference on Computer-Human Interaction Research and Applications, 2020

Real-Time Detection of Unusual Customer Behavior in Retail Using LSTM Autoencoders.
Proceedings of the Business Information Systems - 23rd International Conference, 2020

Holographic Recommendations in Brick-and-Mortar Stores.
Proceedings of the 26th Americas Conference on Information Systems, 2020

2019
Leveraging Unstructured Image Data for Product Quality Improvement.
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

How Computer Vision Provides Physical Retail with a Better View on Customers.
Proceedings of the 21st IEEE Conference on Business Informatics, 2019

Augmenting Collaboration with Invisible Data: Brain-Computer Interface for Emotional Awareness.
Proceedings of Mensch und Computer 2019, Hamburg, Germany, September 8-11, 2019, 2019

Current State of Mixed Reality Technology for Digital Retail: A Literature Review.
Proceedings of the HCI in Business, Government and Organizations. eCommerce and Consumer Behavior, 2019

Entwicklung eines theoretischen Rahmenwerks zur Erfassung von Medienkompetenz innerhalb von E-Learning-Systemen in der beruflichen Bildung.
Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

Towards a Digitized Understanding of the Skilled Crafts Domain.
Proceedings of the Business Information Systems Workshops, 2019

2018
Hybrides Projektmanagement in KMU mittels adaptiver Softwarelösungen - Konzeption eines kollaborativen und holistischen Self-Service Frameworks.
Proceedings of the Projektmanagement und Vorgehensmodelle 2018: Der Einfluss der Digitalisierung auf Projektmanagementmethoden und Entwicklungsprozesse : Gemeinsame Tagung der Fachgruppen Projektmanagement (WI-PM) und Vorgehensmodelle (WI-VM) im Fachgebiet Wirtschaftsinformatik der Gesellschaft für Informatik e.V. in Kooperation mit der Fachgruppe IT-Projektmanagement der GPM e.V., 2018

Desktop Activity Mining - A new level of detail in mining business processes.
Proceedings of the 48. Jahrestagung der Gesellschaft für Informatik, Architekturen, Prozesse, Sicherheit und Nachhaltigkeit, INFORMATIK 2018, 2018

Digitization Driven Design - A Guideline to Initialize Digital Business Model Creation.
Proceedings of the Business Modeling and Software Design - 8th International Symposium, 2018

Predictive Quality: Towards a New Understanding of Quality Assurance Using Machine Learning Tools.
Proceedings of the Business Information Systems - 21st International Conference, 2018

2017
Virtual remote inspection - A new concept for virtual reality enhanced real-time maintenance.
Proceedings of the 23rd International Conference on Virtual System & Multimedia, 2017

Enriching Augmented Reality with Text Data Mining: An Automated Content Management System to Develop Hybrid Media Applications.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016
Consulting 4.0 - Die Digitalisierung der Unternehmensberatung.
HMD Prax. Wirtsch., 2016

Advanced User Assistance Systems.
Bus. Inf. Syst. Eng., 2016

Prescriptive Control of Business Processes - New Potentials Through Predictive Analytics of Big Data in the Process Manufacturing Industry.
Bus. Inf. Syst. Eng., 2016

Determination of Event Patterns for Complex Event Processing Using Fuzzy Unordered Rule Induction Algorithm with Multi-objective Evolutionary Feature Subset Selection.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Sequential Anomaly Detection Techniques in Business Processes.
Proceedings of the Business Information Systems Workshops, 2016

Self-Service Consulting: Conceiving customer-operated digital IT consulting services.
Proceedings of the 22nd Americas Conference on Information Systems, 2016

2015
Computer-Assisted E-Customs Transactions: Proposing a System to Support Small and Medium-Sized Enterprises in Electronically Declaring International Exports.
Int. J. Electron. Gov. Res., 2015

A Model of Hybrid Media for Publishing Industry.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015

Adaptive Social Media Skills Trainer for Vocational Education and Training: Concept and Implementation of a Recommender System.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Towards an Extended Metamodel of Event-Driven Process Chains to Model Complex Event Patterns.
Proceedings of the Advances in Conceptual Modeling, 2015

Determination of Rule Patterns in Complex Event Processing Using Machine Learning Techniques.
Proceedings of the Complex Adaptive Systems 2015 Conference, San Jose, 2015

Sensor event mining with hybrid ensemble learning and evolutionary feature subset selection model.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Enhancing Organizational Performance through Event-based Process Predictions.
Proceedings of the 21st Americas Conference on Information Systems, 2015

2014
Event-Driven Business Process Management: where are we now?: A comprehensive synthesis and analysis of literature.
Bus. Process. Manag. J., 2014

Context-Sensitive and Individualized Support of Employees in Business Processes: Conceptual Design of a Semantic-Based Recommender System.
Proceedings of the 9th International Workshop on Semantic and Social Media Adaptation and Personalization, 2014

Integrating augmented reality into print media: use case analyses and user interface development.
Proceedings of the 18th International Academic MindTrek Conference: Media Business, 2014

Adaptive recommendations to foster social media skills in teaching and learning scenarios.
Proceedings of the 14th International Conference on Knowledge Management and Data-driven Business, 2014

A Pervasive Mobile Assistance System for Health and Fitness Scenarios.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Realizing the Predictive Enterprise through Intelligent Process Predictions based on Big Data Analytics: A Case Study and Architecture Proposal.
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

The Social Navigator: A Personalized Learning Platform for Social Media Education.
Proceedings of the Open Learning and Teaching in Educational Communities, 2014

Conceiving a Method for Viewpoint-Based Modeling using Recommender Systems in a Multiple-User Environment - Conceptual Approach and Proof-of-Concept.
Proceedings of the 22st European Conference on Information Systems, 2014

Towards Planning and Control of Business Processes Based on Event-Based Predictions.
Proceedings of the Business Information Systems - 17th International Conference, 2014

Advanced planning and control of manufacturing processes in steel industry through big data analytics: Case study and architecture proposal.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Towards a Business Model Framework for E-learning Companies.
Proceedings of the 20th Americas Conference on Information Systems, 2014

Assistance System for Personalized Learning in Vocational Education.
Proceedings of the 20th Americas Conference on Information Systems, 2014

Examining Existing Ways to Electronically Declare International Exports to the German ATLAS System - Current Barriers and Proposed Solution.
Proceedings of the 20th Americas Conference on Information Systems, 2014

2013
Business Processes as Social Entities - A Use Case Driven Approach.
Pac. Asia J. Assoc. Inf. Syst., 2013

Nutzung des Viewpoint-Konzepts zur Unterstützung kollaborativer Modellierung - Konzeption und prototypische Implementierung.
Proceedings of the 11. Internationale Tagung Wirtschaftsinformatik, 2013

Business Modeling in the Software Industry: Conceptual Design of an Assistance System.
Proceedings of the Practice-Driven Research on Enterprise Transformation, 2013

Towards a Viewpoint-based Modeling Method to Foster Collaborative Modeling - Conceptual Design and Implementation.
Proceedings of the 17th Pacific Asia Conference on Information Systems, 2013

Adaptive, Multi-criteria Recommendations for Location-Based Services.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Architecture and Implementation of a Decision Support System for Software Industry Business Models.
Proceedings of the 19th Americas Conference on Information Systems, 2013

A Conceptual Architecture for an ICT-based Personal Health System for Cardiac Rehabilitation.
Proceedings of the 19th Americas Conference on Information Systems, 2013

Interdependencies between Business Model Components - A Literature Analysis.
Proceedings of the 19th Americas Conference on Information Systems, 2013

2012
Context-sensitive business process support based on emails.
Proceedings of the 21st World Wide Web Conference, 2012

Social Recommendations for Location-Based Services.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

An Architecture Proposal for User-Generated Mobile Services.
Proceedings of the Third FTRA International Conference on Mobile, 2012

A comprehensive approach towards the structural description of business models.
Proceedings of the International Conference on Management of Emergent Digital EcoSystems, 2012

Towards Process-Oriented Recommender Capabilities in Flexible Process Environments-State of the Art.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

A Context-Aware Running Route Recommender Learning from User Histories Using Artificial Neural Networks.
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012

Conceiving Adaptability for Business Models: A Literature-based Approach.
Proceedings of the CONF-IRM 2012, 2012

Towards a Framework for Transforming Business Models into Business Processes.
Proceedings of the 18th Americas Conference on Information Systems, 2012

Towards a Component-based Description of Business Models: A State-of-the-Art Analysis.
Proceedings of the 18th Americas Conference on Information Systems, 2012

2011
Prosumerization of Mobile Service Provision: A Conceptual Approach.
Int. J. Web Portals, 2011

uRun: A Framework for User-Generated Mobile Services in the Health and Fitness Domain.
Int. J. Serv. Sci. Manag. Eng. Technol., 2011

A Flexible Approach Towards Self-Adapting Process Recommendations.
Comput. Informatics, 2011

An architecture proposal for the prosumerized enterprise.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Personalized And Situation-Aware Recommendations For Runners.
Proceedings of the Pacific Asia Conference on Information Systems, 2011

Real-Time Semantic Process Change Impact Analysis.
Proceedings of the Innovative Unternehmensanwendungen mit In-Memory Data Management, 2011

Analyzing the Business Model Concept - A Comprehensive Classification of Literature.
Proceedings of the International Conference on Information Systems, 2011

Traceability and Viewpoints in Enterprise Architectures.
Proceedings of the ICEIS 2011, 2011

User-generated mobile services for health and fitness.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

uService - Enabling user-driven fitness services on-the-go.
Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011

2010
Peer-to-peer business processes - conception, construction, tooling.
J. Softw. Maintenance Res. Pract., 2010

uRun - Der mobile Gesundheitscoach.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

Enabling Cross-Application Traceability of Semi-structured Business Processes.
Proceedings of the Business Process Management Workshops, 2010

Self-adjusting Recommendations for People-Driven Ad-Hoc Processes.
Proceedings of the Business Process Management - 8th International Conference, 2010

2009
Community-Based Interoperability Utility for SMEs.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

An Email-Based Interoperability Approach for SMEs.
Proceedings of the International Conference on Interoperability for Enterprise Software and Applications China, 2009

Email-based Interoperability Service Utilities for Cooperative Small and Medium Enterprises.
Proceedings of the ICEIS 2009, 2009

Context-Aware Recommendations on Mobile Services: The m: Ciudad Approach.
Proceedings of the Smart Sensing and Context, 4th European Conference, 2009

Introduction to the Third International Workshop on Collaborative Business Processes (CBP 2009).
Proceedings of the Business Process Management Workshops, 2009

2008
Commius - An email based interoperability solution tailored for SMEs.
J. Digit. Inf. Manag., 2008

Using Collaborative Business Process Models for the Configuration of Distributed Workflow Environments.
Proceedings of the Software Engineering 2008, 2008

Eine Peer-to-Peer Infrastruktur zur Konstruktion kollaborativer Geschäftsprozesse.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008

Conceiving Interoperability between Public Authorities - A Methodical Framework.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Distribution and Composition of Collaborative Business Processes through Peer-to-Peer Networks.
Proceedings of the Business Process Management Workshops, 2008

2007
Conceiving an environment for managing the lifecycle of collaborative business processes.
Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007

Kollaboratives Data Warehousing - Konzeption und prototypische Realisierung flexibler Schema- und Datenintegration.
Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007

Towards Tool Support for Integrated Modeling of Private and Public Business Processes.
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007

An Approach for Distributed Business Process Model Construction in Enterprise Networks.
Proceedings of the 2007 International Conference on Modeling, 2007

Peer-to-Peer Supported Design Infrastructure for Collaborative Business Processing.
Proceedings of the Enterprise Interoperability II, 2007

About the Nature of Collaborative Business Processes.
Proceedings of the 2007 International Conference on E-Learning, 2007

2006
Peer-to-Peer-Based Model-Management for Cross-Organizational Business.
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006

Collaborative Business Process Lifecycles.
Proceedings of the Technologies for Collaborative Business Process Management, 2006

Managing the Lifecycle of Cross-organizational Collaborative Business Processes.
Proceedings of the Enterprise Interoperability, 2006

Service- and Process-Matching - An Approach towards Interoperability Design and Implementation of Business Networks.
Proceedings of the Enterprise Interoperability, 2006

Managing SOA Through Business Services - A Business-Oriented Approach to Service-Oriented Architectures.
Proceedings of the Service-Oriented Computing, 2006

Geschäftsprozessmanagement für das Unternehmen von morgen.
Proceedings of the Herausforderungen in der Wirtschaftsinformatik, 2006

2005
E-Governement Interoperability.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
Peer-to-Peer-Technologie für unternehmensweites und organisationsübergreifendes Workflow-Management.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

2003
Paneuropäische, integrierte Verwaltungsdienstleistungen in Konzeption und Umsetzung.
Proceedings of the Wirtschaftsinformatik 2003, Medien - Märkte - Mobilität, Band I, 2003

Distributed Knowledge Repositories for Pan-European Public Services.
Proceedings of the Knowledge Management in Electronic Government, 2003

Conceiving and Implementing Pan-european Integrated Public Services.
Proceedings of the Electronic Government, Second International Conference, 2003


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