Spranger, Michael

Forschungsgebiete

- digitale forensische Textanalyse
- predictive policing
- forensische Netzwerkanalyse
- joint semantic analysis
- terrestrische und luftgestützte Tatortrekonstruktion

Forschungsschwerpunkt

Angewandte Informatik Forschungsschwerpunkt

Projektleitung

TraceHome - Transparence of Data in SmartHome, TP 2 finanziert durch Europäischer Sozialfonds (ESF) 2024 - 2026

Projektmitgliedschaft

FORMOBILE - From mobile phones to court - A complete FORensic Investigation chain targeting MOBILE devices finanziert durch Europäische Union 2019 - 2022
HUBBLE -Human Behaviour-Based Explainable Machine Learning: Multilinguale Klassifika tion von Events bei fehlender Verfügbarkeit von ausreichend Trainingsdaten finanziert durch Bundesministerium für Wirtschaft und Klimaschutz 2019 - 2021

ausgewählte Publikationen

Artikel
- SoNA: A Knowledge-based Social Network Analysis Framework for Predictive Policing. International Journal on Advances in Intelligent Systems. 147-156. 2017
ePaper
- Towards Predictive Policing: Knowledge-based Monitoring of Social Networks 2015
- Semantic Tools for Forensics: A Highly Adaptable Framework 2012
Journalartikel
- Identifying the Impact of Online Tests in Learning Management Systems on Learning Success. International Journal of Information and Education Technology. 443-448. 2022
- MoNA: A Forensic Analysis Platform for Mobile Communication. KI - Künstliche Intelligenz. 163-169. 2022
- Iterative Named Entity Recognition with Conditional Random Fields. Applied Sciences. 330. 2021
- Measuring Competence: Improvements to Determine the Degree of Opinion Leadership in Social Networks. International Journal On Advances in Internet Technology. 97-109. 2020
- Music Event Detection Leveraging Feature Selection based on Ant Colony Optimization. International Journal on Advances in Intelligent Systems. 36-47. 2020
- A Comprehensive Framework for High Resolution Image-based 3D Modeling and Documentation of Crime Scenes and Disaster Sites. International Journal On Advances in Systems and Measurements. 1-12. 2018
- MoNA: Automated Identification of Evidence in Forensic Short Messages. International Journal On Advances in Security. 14-24. 2016
- An automated way for conversion from CAD to virtual reality. Konstruktion. 2015
- Towards Establishing an Expert System for Forensic Text Analysis. International Journal on Advances in Intelligent Systems. 247-256. 2014
Konferenzpaper
- FoSIL at PAN’23: Trigger Detection with a Two Stage Topic Classifier. CEUR Workshop Proceedings. 2574-2587. 2023
- Towards Hypothesis-driven Forensic Text Exploration System. The 2023 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications. 42-47. 2023
- FoSIL at CheckThat! 2022: Using Human Behaviour-Based Optimization for Text Classification. CEUR Workshop Proceedings CLEF 2022 Working Notes. 584-594. 2022
- Recommendation of Query Terms for Colloquial Texts in Forensic Text Analysis. INFORMATIK 2022. 35-47. 2022
- A Concept for a Comprehensive Understanding of Communication in Mobile Forensics. Proceedings of the Tenth International Conference on Data Analytics. 74-76. 2021
- Automatically Identifying Online Grooming Chats Using CNN-based Feature Extraction. Proceedings of the 17th Conference on Natural Language Processing. 137-146. 2021
- Classification of Bots and Gender using Topic Unigrams. Proceedings of the Tenth International Conference on Data Analytics. 77-81. 2021
- Towards Inter-Rater-Agreement-Learning. Proceedings 10th. International Conference on Advances in Information Mining and Management (IMMM). Hrsg. Labudde, Dirk. 10-14. 2020
- FoSIL - Offensive language classification of German tweets combining SVMs and deep learning techniques. Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019). 382-386. 2019
- Multi-Label Classification of Blurbs with SVM Classifier Chains. Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019). 293-299. 2019
- CNN-Based Offensive Language Detection. Proceedings of the GermEval 2018 Workshop. Hrsg. Ruppenhofer, Josef. 125-129. 2018
- Opinion Leaders in Star-Like Social Networks: A Simple Case?. Proceedings of the 8th International Conference on Advances in Information Mining and Management (IMMM). Hrsg. Labudde, Dirk. 33-38. 2018
- Towards an Automated System for Music Event Detection. Proceedings 12th. International Conference on Advances in Semantic Processing (SEMAPRO). Hrsg. Lorenz, Pascal. 22-27. 2018
- The Infiltration Game: Artificial Immune System for the Exploitation of Crime Relevant Information in Social Networks. Proc. 7th. International Conference on Advances in Information Management and Mining (IMMM). Hrsg. Labudde, Dirk. 24-27. 2017
- Towards Drone-assisted large-scale Disaster Response and Recovery. Proc. 1st. International Conference on Advances in Computation, Communications and Services (ACCSE). Hrsg. Hamrioui, Sofiane. 5-10. 2016
- Establishing a Question Answering System for Forensic Texts. Procedia - Social and Behavioral Sciences. Hrsg. Giannakopoulos, Georgios. 197-205. 2014
- Semantic Tools for Forensics: Towards Finding Evidence in Short Messages. Proceedings of the 4th International Conference on Advances in Information Mining and Management (IMMM). Hrsg. Schmidt, Andreas. 1-4. 2014
- Semantic tools for forensics: Approaches in forensic text analysis. Proceedings 3rd. International Conference on Advances in Information Management and Mining (IMMM). Hrsg. Schmidt, Andreas. 97-100. 2013
Monographie
- Forensik in der digitalen Welt. Hrsg. Labudde, Dirk. 2017
Sammelbandbeitrag
- Automatische Suchbegriffsempfehlungen für die Kommunikationsanalyse. NextGen Scientific Review. Annual Perspectives on Next Generation Science. Hrsg. Kusche, Ramona. 53-61. 2024
- MoNA. NextGen Scientific Review. Annual Perspectives on Next Generation Science. Hrsg. Kusche, Ramona. 54-59. 2023
- Textforensik. Forensik in der digitalen Welt. Hrsg. Labudde, Dirk. 167-198. 2017
- CAD to VR – A Methodology for the Automated Conversion of Kinematic CAD Models to Virtual Reality. Procedia CIRP. 358-363. 2016

Weitere Projekte

MoNA: Mobile Network Analyzer Fachliche Leitung 2020 - 2023

ORCID iD

https://orcid.org/0000-0002-6780-0841 (bestätigt)

ISI Researcher ID

ABH-7481-2020

Scopus-ID

57222615258

vollständiger Name

Michael Spranger

Raum

8-206a

Besucheradresse

Am Schwanenteich 6b

Mittweida

09648

Deutschland

Postadresse

Technikumplatz 17

Mittweida

09648

Deutschland

VIVO@HSMW

VIVO@HSMW

Spranger, Michael

Prof. Dr. rer. nat.

Positionen

Überblick

Forschungsgebiete

Forschungsschwerpunkt

Drittmittelprojekte

Projektleitung

Projektmitgliedschaft

Publikationen

ausgewählte Publikationen

Artikel

ePaper

Journalartikel

Konferenzpaper

Monographie

Sammelbandbeitrag

Fachveranstaltungen

Präsentationen auf Veranstaltungen

Teilnahme an Veranstaltungen

Mitwirkungen

Mitwirkung in einer Organisation

Mentoring

betreut/e wissenschaftliche Arbeit

Bachelorarbeit

bearbeitet/e wissenschaftliche Arbeit

Promotion

Weitere Projekte

Weitere Projekte

Identität

ORCID iD

ISI Researcher ID

Scopus-ID

Kontakt

vollständiger Name

Raum

Besucheradresse

Postadresse