Matthias Budde
Karlsruhe Institute of Technology (KIT)
Campus Süd
Institute of Telematics
Chair for Pervasive Computing Systems / TECO
Vincenz-Prießnitz-Straße 1
76131 Karlsruhe
Germany
Building 07.07, Room 214
email: budde(at)teco.edu
phone: +49 721 608-41705
fax: +49 721 608-41702
Short CV
- 2018 – now: Postdoctoral Research Associate at TECO
- 2011 – 2018: Research Associate/PhD student at TECO
- 2014 (Apr.-Jul.): Visiting Researcher at Tsinghua University, Beijing, PR China
- 2010: Graduation with Diplom (Master equivalent) from Karlsruhe Institute of Technology (KIT)
- until 2010: Student of Computer Science at Karlsruhe Institute of Technology (KIT)
Projects
- 2017 – (running): SmartAQnet – Building an IoT data collection and analyics platform for understanding urban air quality
- 2015 – 2017: FeinPhone – Development of a clip-on mobile particulate matter dosimeter for smartphones
- 2016: Smart Filter Condition Monitoring – Design and development of an IoT-device and cloud service for condition monitoring of air filters in harversters
- 2015 – 2016: Smart Air Purifier – Design and development of an IoT-enabled smart automotive air purifier
- 2015 – 2016: AnkSeK – Anonymization techniques for automatic cross-calibration of distributed sensors
- 2014 – 2018: Prosperity4All – Identify and develop key elements for accessible IT
- 2013 – 2017: MobileDust – Development of technology and algorithms for participatory particulate matter measurements
- 2012 – (running): Lehre-HOCH-Forschung – Establishing research-oriented teaching at a much earlier stage than in traditional German university teaching
- 2011 – 2013: Envboard – Development of an environmental sensing platform
- 2009 – 2010: MoSe – Building a structured security process for wireless sensor networks (WSNs)
Research Interests
- Environmental Sensing
- Mobile Computing
- Human-Computer-Interaction (HCI)
- Pervasive Games / Gamification
- Context and Activity Recognition
Bachelor- and Master’s Theses
Open
- Bachelor-/Master’s thesis: Explorative Studie mit Luftqualitätsdaten im urbanen Umfeld (in Kooperation mit BOSCH)
Running
- Intuitive Visualisierung von Unsicherheit in Kartendarstellungen [AT] (Jessica Ochs, Bachelor’s thesis, 2018)
Finished
- Präzise skalierbare Navigation von mobilen Endnutzern (für Messzwecke) (Michael Schneider, Bachelor’s thesis, 2018)
- Feasibility of Human Acitivity Recognition Using Wearable Depth Cameras (Philipp Voigt, Master’s thesis, 2018)
- Game Design Elemente für Ortsbasierte Participatory Sensing Spiele (Rikard Öxler, Diploma thesis, 2017)
- Incentivising High Quality Mobile Sensing Using Mini-Games (Jan Rohe, Bachelor thesis, 2017)
- A Design Process for Privacy-Aware Distributed Sensor Calibration (Jan-Frederic Markert, Master’s thesis, 2016)
- Design and Evaluation of a Modular Embedded Platform for Pervasive Dust Sensing (Adrian Vielsack, Bachelor thesis, 2015)
- Algorithms for Particulate Matter Concentration Measurement with Consumer Cameras (Florian Münchbach, Bachelor thesis, 2015)
- Personalized Recommendations for Incentive Optimization in Game Environments (Stefan Tomov, Master’s thesis, 2014)
- A Web-based Toolkit for Interactive Visual Big Data Analysis (Oleg Peters, Master’s thesis, 2014)
- Entwicklung eines Low Power Proximity Sensors zur Erfassung sozialer Interaktionen (Dario Seitel, Master’s thesis, 2014)
- Modellbasierte Softwareentwicklung für die Heimintegration von Sensorik auf Basis tragbarer Geräte unter besonderer Berücksichtigung von Datenschutzsaspekten (André Simmert, Master’s thesis, 2014)
- Untersuchung der Möglichkeiten von Consumer EEG-Headsets für Experimental Game Design (Iris Birnbaum, Diploma thesis, 2014)
- Physical Augmentation of Camera Phones for Optical Dust Sensing (Pierre Barbera, Bachelor thesis, 2013)
- Practical Security Evaluation of Audio-based Device Pairing (David Rieger, Bachelor Thesis, 2013)
- Evaluierung von Low-Cost Staubmessungen für Urban Sensing Anwendungen (Rayan Merched El Masri, Master’s thesis, 2012)
Patents
2018
(2018) Sensorsystem, Auswertevorrichtung, Verfahren und Computerprogrammprodukt zur Erfassung des Schlafverhaltens eines Probanden, German patent application (patent pending, not yet published)
Awards and Nominations
(2016) Private Rendezvous-based Calibration of Low-Cost Sensors for Participatory Environmental Sensing, 2nd EAI International Conference on IoT in Urban Space (UrbIoT'16), Best Note Nominee, url
(2016) EstaVis: A Real-World Interactive Platform for Crowdsourced Visual Urban Analytics, Proceedings of the Second International Conference on IoT in Urban Space - Urb-IoT'16, Best Paper Nominee, url
(2014) Leveraging Spatio-Temporal Clustering for Participatory Urban Infrastructure Monitoring, The First International Conference on IoT in Urban Space (UrbIoT'14), Best Paper Award, url
(2012) The TECO Envboard: a Mobile Sensor Platform for Accurate Urban Sensing - and More, The 9th International Conference on Networked Sensing Systems, p. 1-2, IEEE, Best Demo Nominee, pdf, doi:10.1109/INSS.2012.6240573
(2011) Activity Recognition on Mobile Phones - Why do we need it and how can it be done?, The 9th International Conference on Pervasive Computing (Pervasive 2011), Best Video Nominee, watch on youtube
(2010) ActiServ: Activity Recognition Service for mobile phones, International Symposium on Wearable Computers (ISWC) 2010 i, p. 1-8, IEEE, Best Paper Nominee, url, doi:10.1109/ISWC.2010.5665868
Peer-reviewed Publications
The following list is automatically generated from Mendeley using Michael Koch’s WP Mendeley Plugin . List of publications can also be accessed via Google Scholar or ResearchGate .
2019
(2019) Stochastische Regressionsmodelle zur Verbesserung der Datenqualität, Kalibrierung und Interpolation von Umwelt-und Luftdaten in verteilten Messnetzen aus Low-Cost Sensoren, GUS
(2019) FeinPhone: Low-cost Smartphone Camera-based 2D Particulate Matter Sensor, Sensors 19(3), p. 749, pdf, doi:10.3390/s19030749
2018
(2018) Potential and Limitations of the Low-Cost SDS011 Particle Sensor for Monitoring Urban Air Quality, ProScience 5(3rd International Conference on Atmospheric Dust (DUST2018)), p. 6-12, url, doi:10.14644/dust.2018.002
(2018) Challenges in Capturing and Analyzing High Resolution Urban Air Quality Data, International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp'18), Adjunct Proceedings, doi:10.1145/3267305.3274762
(2018) Improving Accuracy in Mobile Human Contributions: An Overview, International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp'18), Adjunct Proceedings, pdf, doi:10.1145/3267305.3267541
(2018) Challenges and Lessons from Working with Data Collected by Crowdfunding in the Wild, International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp'18), Adjunct Proceedings, pdf, doi:10.1145/3267305.3267545
(2018) VOCNEA: Sleep Apnea and Hypopnea Detection Using a Novel Tiny Gas Sensor, International Symposium on Wearable Computers (ISWC) 2018, ACM, pdf, doi:10.1145/3267242.3267273
(2018) Feasibility of Human Activity Recognition Using Wearable Depth Cameras, International Symposium on Wearable Computers (ISWC) 2018, ACM, pdf, doi:10.1145/3267242.3267276
(2018) SmartAQnet – Neuer smarter Weg zur räumlichen Erfassung von Feinstaub, AGIT – Journal für Angewandte Geoinformatik 4, pdf
(2018) Project SmartAQnet: Combining Existing Datasets and a Mobile Measurement Strategy into a Smart Urban Air Quality Network, Scientific Research Abstracts 8 (DUST 2018), p. 12, pdf
(2018) Suitability of the Low-Cost SDS011 Particle Sensor for Urban PM-Monitoring, Scientific Research Abstracts 8 (DUST 2018), p. 11, pdf
(2018) Privacy-Preserving Collaborative Blind Macro-Calibration of Environmental Sensors in Participatory Sensing, EAI Endorsed Transactions on Internet of Things 18(10), pdf, doi:10.4108/eai.15-1-2018.153564
2017
(2017) LifeTact - Utilizing Smartwatches as Tactile Heartbeat Displays in Video Games, 16th International Conference on Mobile and Ubiquitous Multimedia (MUM 2017), pdf, doi:10.1145/3152832.3152863
(2017) SmartAQnet: Remote and In-Situ Sensing of Urban Air Quality, Proc. SPIE 10424, Remote Sensing of Clouds and the Atmosphere XXII, 104240C, pdf, doi:10.1117/12.2282698
(2017) Participatory Sensing or Participatory Nonsense? — Mitigating the Effect of Human Error on Data Quality in Citizen Science, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 1(3), pdf, doi:10.1145/3131900
(2017) Learning from Failure: Designing for Complex Sociotechnical Systems, Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, p. 988-991, doi:10.1145/3123024.3124460
(2017) Lessons from Failures in Designing and Conducting Experimental Studies – a Brief Anecdotal Tutorial, Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pdf, doi:10.1145/3123024.3124392
(2017) Experiences and Failures from Two Decades in Embedded System Design, Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pdf, doi:10.1145/3123024.3124393
(2017) VibrationCap: Studying Vibrotactile Localization on the Human Head with an Unobtrusive Wearable Tactile Display, 21st International Symposium on Wearable Computers (ISWC 2017), p. 82-89, doi:10.1145/3123021.3123047
2016
(2016) Design of a Light-scattering Particle Sensor for Citizen Science Air Quality Monitoring with Smartphones: Tradeoffs and Experiences, ProScience 3(2nd International Conference on Atmospheric Dust – DUST2016), p. 13-20, url, doi:10.14644/dust.2016.003
(2016) Towards Distributed, Low-Cost, Non-Expert Fine Dust Sensing with Smartphones, Doctoral Colloquium @ 6th International Conference on the Internet of Things (IoT 2016), pdf
(2016) Sensified Gaming – Design Patterns and Game Design Elements for Gameful Environmental Sensing, 13th International Conference on Advances in Computer Entertainment Technology (ACE2016), ACM, pdf, doi:10.1145/3001773.3001832
(2016) RüttelFlug – A Wrist-Worn Sensing Device for Tactile Vertical Velocity Perception in 3D-Space, 2016 ACM International Symposium on Wearable Computers (ISWC'16), p. 172-175, ACM, pdf, doi:10.1145/2971763.2971795
(2016) Towards Two-Tier Citizen Sensing, 2nd IEEE International Smart Cities Conference (ISC2-2016), url, doi:10.1109/ISC2.2016.7580771
(2016) Advances in Smartphone-based Fine Dust Sensing, II International Conference on Atmospheric Dust – DUST 2016 5, p. 23, pdf
(2016) Private Rendezvous-based Calibration of Low-Cost Sensors for Participatory Environmental Sensing, 2nd EAI International Conference on IoT in Urban Space (UrbIoT'16), Best Note Nominee, url
(2016) EstaVis: A Real-World Interactive Platform for Crowdsourced Visual Urban Analytics, Proceedings of the Second International Conference on IoT in Urban Space - Urb-IoT'16, Best Paper Nominee, url
(2016) Praxis der Forschung: Eine Lehrveranstaltung des forschungsnahen Lehrens und Lernens in der Informatik am KIT, Neues Handbuch Hochschullehre(74), p. 55-79, pdf
2015
(2015) How to Use Smartphones for Less Obtrusive Ambulatory Mood Assessment and Mood Recognition, Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, doi:10.1145/2800835.2804394
(2015) Robust In-situ Data Reconstruction from Poisson Noise for Low-cost, Mobile, Non-expert Environmental Sensing, 19th International Symposium on Wearable Computers (ISWC'15), pdf, doi:10.1145/2802083.2808406
(2015) bPart - A Small and Versatile Bluetooth Low Energy Sensor Platform for Mobile Sensing, 13th International Conference on Mobile Systems, Applications and Services (MobiSys’15), pdf, doi:10.1145/2742647.2745903
(2015) Device-Free Radio-based Low Overhead Identification of Subject Classes, 2nd Workshop on Physical Analytics (WPA-15), co-located with ACM Mobisys
2014
(2014) Challenges and Approaches for Low-Cost Particulate Matter Sensing in Smart Cities, I International Conference on Atmospheric Dust – DUST 2014 3, p. 55, pdf
(2014) Distributed, low-cost particulate matter sensing: scenarios, challenges, approaches, ProScience 1(1st International Conference on Atmospheric Dust (DUST 2014)), p. 230-236, Digilabs, pdf, doi:10.14644/dust.2014.038
(2014) Leveraging Spatio-Temporal Clustering for Participatory Urban Infrastructure Monitoring, The First International Conference on IoT in Urban Space (UrbIoT'14), Best Paper Award, url
(2014) Improving Participatory Urban Infrastructure Monitoring through Spatio-Temporal Analytics, 3rd ACM SIGKDD International Workshop on Urban Computing (UrbComp’14) - Co-located with the ACM International Conference on Knowledge Discovery and Data Mining (KDD 2014), pdf
(2014) A Comparative Study to Evaluate the Usability of Context-based Wi-Fi Access Mechanisms, 16th International Conference on Human-Computer Interaction (HCI International 2014), pdf, doi:10.1007/978-3-319-07446-7_44
2013
(2013) jActivity: Supporting Mobile Web Developers with HTML5/JavaScript based Human Activity Recognition, 12th International Conference on Mobile and Ubiquitous Multimedia (MUM 2013), pdf, doi:10.1145/2541831.2541873
(2013) Enabling Low-Cost Particulate Matter Measurement for Participatory Sensing Scenarios, 12th International Conference on Mobile and Ubiquitous Multimedia (MUM 2013), pdf, doi:10.1145/2541831.2541859
(2013) A Control Loop Approach for Integrating The Future Decentralized Power Markets and Grids, 4th IEEE International Conference on Smart Grid Communications (SmartGridComm 2013), watch on youtube
(2013) Point&Control - Interaction in Smart Environments: You Only Click Twice, International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp'13), Adjunct Proceedings, p. 303-306, watch on youtube, doi:10.1145/2494091.2494184
(2013) Using a 2DST Waveguide for Usable, Physically Constrained Out-of-Band Wi-Fi Authentication, International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp'13), p. 221-224, pdf, doi:10.1145/2493432.2494264
(2013) Retrofitting Smartphones to be Used as Particulate Matter Dosimeters, 17th International Symposium on Wearable Computers (ISWC'13), p. 139-140, pdf, doi:10.1145/2493988.2494342
2012
(2012) Investigating the Use of Commodity Dust Sensors for the Embedded Measurement of Particulate Matter, The 9th International Conference on Networked Sensing Systems (INSS 2012), p. 1-4, IEEE, pdf, doi:10.1109/INSS.2012.6240545
(2012) Handheld Particulate Matter Measurements with COTS Sensors, The 10th International Conference on Pervasive Computing (Pervasive 2012), pdf
(2012) The TECO Envboard: a Mobile Sensor Platform for Accurate Urban Sensing - and More, The 9th International Conference on Networked Sensing Systems, p. 1-2, IEEE, Best Demo Nominee, pdf, doi:10.1109/INSS.2012.6240573
2011
(2011) Ubiquitous Know-How Transfer Based on a Mobile Learning and Classification System, Seventh International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT'11) Adjunct Proceedings, p. 3-4, pdf
(2011) Entropy of Audio Fingerprints for Unobtrusive Device Authentication, The 7th International and Interdisciplinary Conference on Modeling and Using Context 6967, Michael Beigl, Henning Christiansen, Thomas R. Roth-Berghofer, Anders Kofod-Petersen, Kenny R. Coventry, Hedda R. Schmidtke (ed.), p. 296-299, Karlsruhe, Germay: Springer Berlin Heidelberg, url, doi:10.1007/978-3-642-24279-3
(2011) Activity Recognition on Mobile Phones - Why do we need it and how can it be done?, The 9th International Conference on Pervasive Computing (Pervasive 2011), Best Video Nominee, watch on youtube
(2011) Scheduling for a Modular Activity Recognition System to Reduce Energy Consumption on SmartPhones, 24th International Conference on Architecture of Computing Systems (ARCS 2011), Second Workshop on Context-Systems Design, Evaluation and Optimisation (CoSDEO 2011), VDE Verlag, pdf
(2011) SmartTecO, Proceedings of the 8th ACM international conference on Autonomic computing - ICAC '11, p. 169, New York, New York, USA: ACM Press, doi:10.1145/1998582.1998612
2010
(2010) A MVC Prototype for the landmarke Firefighter Navigation System, International Internet of Things Conference (IOT 2010), pdf
(2010) An Extensible Modular Recognition Concept that Makes Activity Recognition Practical, 33rd Annual German Conference on Advances in Artificial Intelligence (KI 2010, p. 400-409, Springer Berlin / Heidelberg
(2010) ActiServ: Activity Recognition Service for mobile phones, International Symposium on Wearable Computers (ISWC) 2010 i, p. 1-8, IEEE, Best Paper Nominee, url, doi:10.1109/ISWC.2010.5665868
Other Publications
2010
(2010) SPAR : service-based personal activity recognition for mobile phones, Technical Report, TU Braunschweig, url