Burkhardt Funk

Orcid: 0000-0001-5855-2666

According to our database1, Burkhardt Funk authored at least 62 papers between 2007 and 2023.

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

Timeline

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Bibliography

2023
Finding the Best Match - a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions.
J. Heal. Informatics Res., December, 2023

Automated invoice processing: Machine learning-based information extraction for long tail suppliers.
Intell. Syst. Appl., November, 2023

Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms.
Frontiers Digit. Health, March, 2023

Extraction of Information from Invoices - Challenges in the Extraction Pipeline.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Parsing Causal Models - An Instance Segmentation Approach.
Proceedings of the Intelligent Information Systems, 2023

2022
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving.
Data Knowl. Eng., 2022

2021
Parking space management through deep learning - an approach for automated, low-cost and scalable real-time detection of parking space occupancy.
Proceedings of the Innovation durch Informationssysteme, 2021

Information Extraction from Invoices: A Graph Neural Network Approach for Datasets with High Layout Variety.
Proceedings of the Innovation durch Informationssysteme, 2021

Towards a Camera-Based Road Damage Assessment and Detection for Autonomous Vehicles: Applying Scaled-YOLO and CVAE-WGAN.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

The Augmented Theorist - Toward Automated Knowledge Extraction from Conceptual Models.
Proceedings of the 42nd International Conference on Information Systems, 2021

'spread the App, not the virus' - an Extensive SEM-Approach to Understand Pandemic Tracing App Usage in Germany.
Proceedings of the 29th European Conference on Information Systems, 2021

2020
Using CNNs to Detect Graphical Representations of Structural Equation Models in IS Papers.
Proceedings of the Entwicklungen, 2020

Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Creating Value from in-Vehicle Data: Detecting Road Surfaces and Road Hazards.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Live Demonstration: Passive Sensor Setup for Road Condition Monitoring.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Using Natural Language Processing Techniques to Tackle the Construct Identity Problem in Information Systems Research.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Topic Embeddings - A New Approach to Classify Very Short Documents Based on Predefined Topics.
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

DISKNET - A Platform for the Systematic Accumulation of Knowledge in IS Research.
Proceedings of the 40th International Conference on Information Systems, 2019

2018
Machine Learning for the Quantified Self - On the Art of Learning from Sensory Data
Cognitive Systems Monographs 35, Springer, ISBN: 978-3-319-66307-4, 2018

A Two-Step Approach for the Prediction of Mood Levels Based on Diary Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017
Deep Learning auf sequenziellen Daten als Grundlage unternehmerischer Entscheidungen.
Wirtschaftsinformatik Manag., 2017

Analysing clickstream data: do paid and organic search affect each other?
Int. J. Electron. Bus., 2017

Predicting the Individual Mood Level based on diary Data.
Proceedings of the 25th European Conference on Information Systems, 2017

2016
Carbon Footprint Apps - eine Analyse der Nutzungsintention.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

Mentoring in Massive Open Online Courses - Eine Nutzenanalyse auf Basis des IS-Success-Modells.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

Predicting Online User Behavior based on Real-Time Advertising Data.
Proceedings of the 24th European Conference on Information Systems, 2016

How to Predict Mood? Delving into Features of Smartphone-Based Data.
Proceedings of the 22nd Americas Conference on Information Systems, 2016

2015
Datenschutzbedenken in Sozialen Netzen - ein Strukturgleichungsmodell.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015

How Much Tracking Is Necessary? - The Learning Curve in Bayesian User Journey Analysis.
Proceedings of the 23rd European Conference on Information Systems, 2015

2014
Real-Time Advertising.
Bus. Inf. Syst. Eng., 2014

2013
Freie Pizzawahl für Informatiker und Wirtschaftsinformatiker - Didaktische Herausforderungen für Informatik und Wirtschaftsinformatik angesichts der digitalen Gesellschaft.
Inform. Spektrum, 2013

A cross-industry analysis of the spillover effect in paid search advertising.
Electron. Mark., 2013

Green Big Data: A Green IT/Green IS Perspective on Big Data.
Proceedings of the Information Technology in Environmental Engineering, 2013

Development of a Mobile Application for People with Panic Disorder as augmentation for an Internet-based Intervention.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

The Economic Value Of Clickstream Data From An Advertiser's Perspective.
Proceedings of the 21st European Conference on Information Systems, 2013

Green Big Data - eine Green IT/Green IS Perspektive auf Big Data.
Proceedings of the IT-gestütztes Ressourcen- und Energiemanagement, 2013

2012
Consumer Online Search Behavior: A Cross-Industry Analysis Based on User-Level Data.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2012

The User-journey in Online Search - An Empirical Study of the Generic-to-Branded Spillover Effect based on User-level Data.
Proceedings of the DCNET, ICE-B and OPTICS 2012, 2012

2011
To Bid or Not To Bid? Investigating Retail-Brand Keyword Performance in Sponsored Search Advertising.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2011

Should Companies Bid on Their Own Brand in Sponsored Search?
Proceedings of the ICE-B 2011, 2011

2010
Abbildung von Umweltwirkungen in betrieblichen Informationssystemen.
HMD Prax. Wirtsch., 2010

Konzeption und Entwurf einer Handelsplattform für Sekundärrohstoffe.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2010

Vorwort.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2010

YouCallo - Tapping the Knowledge of Social Groupware Systems.
Proceedings of the Interaktive Kulturen: Workshop-Band. Proceedings der Workshops der Mensch & Computer 2010 - 10. Fachübergreifende Konferenz für Interaktive und Kooperative Medien, DeLFI 2010, 2010

Nachhaltigkeitsinformatik (Vorwort).
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

2009
Integration of environmental management information systems and ERP systems using integration platforms.
Proceedings of the Information Technologies in Environmental Engineering, 2009

Exploring Price Elasticity to Optimize Posted Prices in e-Commerce.
Proceedings of the e-Business and Telecommunications - 6th International Joint Conference, 2009

Optimizing Price Levels in e-Commerce Applications - An Empirical Study.
Proceedings of the ICE-B 2009, 2009

A reference architecture for the integration of EMIS and ERP-systems.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Informatik und Nachhaltigkeitsmanagement.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Determination of environmental impact of products along the supply chain: an integration scenario.
Proceedings of the Environmental Informatics and Industrial Environmental Protection, 2009

Employing A-B Tests for Optimizing Prices Levels in eCommerce Applications.
Proceedings of the 15th Americas Conference on Information Systems, 2009

Optimizing price levels in e-commerce applications with respect to customer lifetime values.
Proceedings of the 11th International Conference on Electronic Commerce 2009, 2009

2008
Modellierung und Implementierung eines Order2Cash Prozesses in verteilten Systemen.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008

Informationssysteme zur Unterstützung derWertschöpfungsprozesse vor dem Hintergrund sich ändernder klimapolitischer Rahmenbedingungen.
Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008

Integration von ERP- und Umweltinformationssystemen - Status quo, Perspektiven und Anwendungsfelder.
Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008

The Prospects of Product Carbon Footprints in ERP Systems.
Proceedings of the Environmental Informatics and Industrial Ecology: Proceedings of the 22nd International Conference for Environmental Protection, 2008

2007
Architekturen zur Datenintegration - Gestaltungsempfehlungen auf der Basis fachkonzeptueller Anforderungen.
Wirtschaftsinf., 2007

Building a process layer for business applications using the blackboard pattern.
Proceedings of the Software Engineering 2007, 2007

Integration of Risk-Oriented Environmental Management Information Systems and Resource Planning Systems.
Proceedings of the Environmental Informatics and Systems Research: Proceedings of the 21st International Conference for Environmental Protection, 2007

A Blackboard Architecture for Workflows.
Proceedings of the CAiSE'07 Forum, 2007


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