Michael Spranger

Lehrmodule

Big Data/Data Mining (FO)
Semantische Technologien (FO)
Semantische Technologien (FO)
Text Retrieval und Text Mining (FO/CC)
Grundlagen des maschinellen Lernens (CC)
Softwareprojekt (FO/CC)
Grundlagen Datenanalyse/ -visualisierung (CC)

Erreichbarkeit

Raum 8-206a
Sprechzeiten nach Vereinbarung (Moodle):
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+49 3727 58-1423

https://nextgen.hs-mittweida.de/michael-spranger/

2024

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Förderkennzeichen:	100693885
Fördermittelgeber:	Europäischer Sozialfonds (ESF)
Fördermittelvolumen:	1.097.675,74€
Förderdauer:	2024-2026

Abgeschlossene Projekte

article Towards Hypothesis-driven Forensic Text Exploration System

IARIA Congress 2023 - International Conference on Technical Advances and Human Consequences. Von Jenny Felser , Dirk Labudde , Michael Spranger

article FoSIL at PAN’23: Trigger Detection with a Two Stage Topic Classifier

Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023). Von Jenny Felser , Christoph Demus, Dirk Labudde , Michael Spranger

article FoSIL at CheckThat! 2022: Using Human Behaviour-Based Optimization for Text Classification

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Von Andy Ludwig, Jenny Felser , Jian Xi , Dirk Labudde , Michael Spranger

article Recommendation of Query Terms for Colloquial Texts in Forensic Text Analysis

INFORMATIK 2022. Von Jenny Felser , Jian Xi , Christoph Demus, Dirk Labudde , Michael Spranger

article Iterative Named Entity Recognition with Conditional Random Fields

Applied Sciences. Von Ana Alves-Pinto, Christoph Demus, Michael Spranger , Dirk Labudde , Eleanor Hobley

article MoNA: A Forensic Analysis Platform for Mobile Communication

KI - Künstliche Intelligenz. Von Michael Spranger , Jian Xi , Lukas Jaeckel , Jenny Felser , Dirk Labudde

article Identifying the Impact of Online Tests in Learning Management Systems on Learning Success

IJIET (International Journal of Information and Education Technology). Von Ruben T. Wittrin, Viktoria Wüstenfeld, Michael Spranger , Volker Tolkmitt

article Classification of Bots and Gender using Topic Unigrams

The Tenth International Conference 2021. Von Astrid Fleig, Lisa Geyersbach, Melissa Göhler, Patricia Kurz, Michael Spranger

article Classification of Bots and Gender using Topic Unigrams

The Tenth International Conference 2021. Von Astrid Fleig, Lisa Geyersbach, Melissa Göhler, Patricia Kurz, Michael Spranger

article Automatically Identifying Online Grooming Chats Using CNN-based Feature Extraction

Proceedings of the 17th Conference 2021. Von Svenja Preuß , Luna Pia Bley, Tabea Bayha, Vivien Dehne, Alessa Jordan, Sophie Reimann, Fina Roberto, Josephine Romy Zahm, Hanna Siewerts, Dirk Labudde , Michael Spranger

article A Concept for a Comprehensive Understanding of Communication in Mobile Forensics

DATA ANALYTICS 2021. Von Jian Xi , Michael Spranger , Dirk Labudde

article Towards Inter-Rater-Agreement-Learning

IMMM 2020. Von Kai-Jannis Hanke, Andy Ludwig, Dirk Labudde , Michael Spranger

book chapter Vorhersage von Gruppendynamiken auf der Grundlage von Daten aus Sozialen Netzwerken

Rüdiger, Bayerl (Hg.) 2020 – Cyberkriminologie. Von Michael Spranger , Dirk Labudde

article Music Event Detection Leveraging Feature Selection based on Ant Colony Optimization

International Journal on Advances. Von Jian Xi , Michael Spranger , Dirk Labudde

article Measuring Competence: Improvements to Determine the Degree of Opinion Leadership in Social Networks

International Journal on Advances in Internet Technology. Von Michael Spranger , Kai-Jannis Hanke, Florian Heinke , Dirk Labudde

article Multi-Label Classification of Blurbs with SVM Classifier Chains

Proceedings of the 15th Conference. Von Franz Bellmann, Lea Bunzel, Christoph Demus, Lisa Fellendorf, Olivia Gräupner, Qiuyi Hu, Tamara Lange, Alica Stuhr, Jian Xi , Dirk Labudde , Michael Spranger

article FoSIL - Offensive language classification of German tweets combining SVMs and deep learning techniques

Proceedings of the 15th Conference. Von Florian Schmid, Justine Thielemann, Anna Mantwill, Jian Xi , Dirk Labudde , Michael Spranger

article 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. Von Sven Becker , Michael Spranger , Florian Heinke , Steffen Grunert, Dirk Labudde

article Opinion Leaders in Star-Like Social Networks: A simple Case?

The 8th. International Conference on Advances in Information Mining and Management (IMMM). Von Michael Spranger , Florian Heinke , Hanna Siewerts, Joshua Hampl, Dirk Labudde

article CNN-Based Offensive Language Detection

Proceedings of the GermEval 2018 Workshop - 14th Conference on Natural Language Processing (KONVENS). Von Jian Xi , Michael Spranger , Dirk Labudde

article Towards an Automated System for Music Event Detection

The 12th. International Conference on Advances in Semantic Processing (SEMAPRO). Von Jian Xi , Michael Spranger , Hanna Siewerts, Dirk Labudde

article The Infiltration Game: Artificial Immune System for the Exploitation of Crime Relevant Information in Social Networks

Seventh International Conference on Advances in Information Management and Mining (IMMM). Von Michael Spranger , Sven Becker , Florian Heinke , Hanna Siewerts, Dirk Labudde

Michael Spranger

Lehrmodule

Erreichbarkeit

2024

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article Towards Hypothesis-driven Forensic Text Exploration System

article FoSIL at PAN’23: Trigger Detection with a Two Stage Topic Classifier

article FoSIL at CheckThat! 2022: Using Human Behaviour-Based Optimization for Text Classification

article Recommendation of Query Terms for Colloquial Texts in Forensic Text Analysis

article Iterative Named Entity Recognition with Conditional Random Fields

article MoNA: A Forensic Analysis Platform for Mobile Communication

article Identifying the Impact of Online Tests in Learning Management Systems on Learning Success

article Classification of Bots and Gender using Topic Unigrams

article Classification of Bots and Gender using Topic Unigrams

article Automatically Identifying Online Grooming Chats Using CNN-based Feature Extraction

article A Concept for a Comprehensive Understanding of Communication in Mobile Forensics

article Towards Inter-Rater-Agreement-Learning

book chapter Vorhersage von Gruppendynamiken auf der Grundlage von Daten aus Sozialen Netzwerken

article Music Event Detection Leveraging Feature Selection based on Ant Colony Optimization

article Measuring Competence: Improvements to Determine the Degree of Opinion Leadership in Social Networks

article Multi-Label Classification of Blurbs with SVM Classifier Chains

article FoSIL - Offensive language classification of German tweets combining SVMs and deep learning techniques

article A Comprehensive Framework for High Resolution Image-based 3D Modeling and Documentation of Crime Scenes and Disaster Sites

article Opinion Leaders in Star-Like Social Networks: A simple Case?

article CNN-Based Offensive Language Detection

article Towards an Automated System for Music Event Detection

article The Infiltration Game: Artificial Immune System for the Exploitation of Crime Relevant Information in Social Networks

book Forensik in der digitalen Welt

article SoNA: A Knowledge-based Social Network Analysis Framework for Predictive Policing

article CAD to VR – A Methodology for the Automated Conversion of Kinematic CAD Models to Virtual Reality

article MoNA: Automated Identification of Evidence in Forensic Short Messages

article Towards Drone-assisted large-scale Disaster Response and Recovery

article Towards Predictive Policing: Knowledge-based Monitoring of Social Networks

article Semantic Tools for Forensics: Towards Finding Evidence in Short Messages

article Establishing a Question Answering System for Forensic Texts

article Towards Establishing an Expert System for Forensic Text Analysis

article Semantic Tools for Forensics: Approaches in Forensic Text Analysis

article Semantic Tools for Forensics: A Highly Adaptable Framework