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Prof. Dr.
Andreas Hotho

University of Würzburg

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0000-0002-0483-5772
Clustern mit Hintergrundwissen
A. Hotho. University of Karlsruhe, Universität Karlsruhe (TH), Institut AIFB, D-76128 Karlsruhe, (2004)Studer/Gaul.
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Stylebased Pairwise Image Aesthetic Assessment Training
J. Pfister. (2020)
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Extracting and Learning Semantics from Social Web Data
T. Niebler. Universität Würzburg, doctoralthesis, (2019)
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Understanding Human Navigation using Bayesian Hypothesis Comparison
M. Becker. University of Würzburg, Doctoral Thesis, (2018)
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Privacy aware social information retrieval and spam filtering using folksonomies.
B. Bullock. Julius Maximilians University Würzburg, Germany, (2015)
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Other Publications
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Higher-Order DeepTrails: Unified Approach to *Trails(2023)
T. Koopmann, J. Pfister, A. Markus, A. Carolus, C. Wienrich, and A. Hotho. CEUR-WS.org
Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks(2023)
M. "Schaller, M. "Steininger, A. "Dulny, D. "Schlör, and A. "Hotho.
Evaluating feature relevance XAI in network intrusion detection(2023)
J. Tritscher, M. Wolf, A. Hotho, and D. Schlör.
Long-Term Effects of Perceived Friendship with Intelligent Voice Assistants on Usage Behavior, User Experience, and Social Perceptions(2023)
C. Wienrich, A. Carolus, A. Markus, Y. Augustin, J. Pfister, and A. Hotho.
Feature relevance XAI in anomaly detection: Reviewing approaches and challenges(2023)
J. Tritscher, A. Krause, and A. Hotho.
Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions(2023)
D. Wangsadirdja, J. Pfister, K. Kobs, and A. Hotho. Association for Computational Linguistics
ConvMOS: climate model output statistics with deep learning(2023)
M. Steininger, D. Abel, K. Ziegler, A. Krause, H. Paeth, and A. Hotho.
Can Neural Networks Distinguish High-school Level Mathematical Concepts?(2023)
S. Wankerl, A. Dulny, G. Goetz, and A. Hotho.
Occupational Fraud Detection through Agent-based Data Generation(2023)
J. Tritscher, A. Roos, D. Schlör, A. Hotho, and A. Krause.
CapsKG: Enabling Continual Knowledge Integration in Language Models for Automatic Knowledge Graph Completion(2023)
J. Omeliyanenko, A. Zehe, A. Hotho, and D. Schlör.
Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data(2023)
P. Janetzky, M. Schaller, A. Krause, and A. Hotho.
Automatic Speech Detection on a Smart Beehive's Raspberry Pi(2023)
P. Janetzky, P. Lissmann, A. Hotho, and A. Krause.
Towards a Computational Analysis of Suspense: Detecting Dangerous Situations(2023)
A. Zehe, J. Schröter, and A. Hotho.
TaylorPDENet: Learning PDEs from non-grid Data(2023)
P. Heinisch, A. Dulny, A. Krause, and A. Hotho.
DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data(2023)
A. Dulny, A. Hotho, and A. Krause.
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images(2022)
K. Kobs, M. Steininger, and A. Hotho.
LSX team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover's Distance(2022)
S. Heil, K. Kopp, A. Zehe, K. Kobs, and A. Hotho. Association for Computational Linguistics
NeuralPDE: Modelling Dynamical Systems from Data(2022)
A. Dulny, A. Hotho, and A. Krause. Springer
On Background Bias in Deep Metric Learning(2022)
K. Kobs, and A. Hotho.
Comparison of Data Representations and Machine Learning Architectures for User Identification on Arbitrary Motion Sequences(2022)
C. Schell, A. Hotho, and M. Latoschik.
Semi-unsupervised Learning for Time Series Classification(2022)
P. Davidson, M. Steininger, A. Huhn, A. Krause, and A. Hotho. arXiv
On Learning Hierarchical Embeddings from Encrypted Network Traffic(2022)
N. Wehner, M. Ring, J. Schüler, A. Hotho, T. Hoßfeld, and M. Seufert. IEEE
Sequential Item Recommendation in the MOBA Game Dota 2(2022)
A. Dallmann, J. Kohlmann, D. Zoller, and A. Hotho.
WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices(2022)
D. Wangsadirdja, F. Heinickel, S. Trapp, A. Zehe, K. Kobs, and A. Hotho. Association for Computational Linguistics
CLIP knows image aesthetics(2022)
S. Hentschel, K. Kobs, and A. Hotho.
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi(2022)
J. Pfister, S. Wankerl, and A. Hotho. Association for Computational Linguistics
ConvMOS: Climate Model Output Statistics with Deep Learning(2022)
M. Steininger, D. Abel, K. Ziegler, A. Krause, H. Paeth, and A. Hotho. Springer
Point me to your Opinion, SenPoi(2022)
J. Pfister, S. Wankerl, and A. Hotho. Association for Computational Linguistics
Towards Responsible Medical Diagnostics Recommendation Systems(2022)
D. Schlör, and A. Hotho.
Do Different Deep Metric Learning Losses Lead to Similar Learned Features?(2022)
K. Kobs, M. Steininger, A. Dulny, and A. Hotho.
Open ERP System Data For Occupational Fraud Detection(2022)
J. Tritscher, F. Gwinner, D. Schlör, A. Krause, and A. Hotho.
One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium(2022)
V. Perri, L. Qarkaxhija, A. Zehe, A. Hotho, and I. Scholtes. CEUR-WS.org
The Impact of Different System Call Representations on Intrusion Detection(2022)
S. Wunderlich, M. Ring, D. Landes, and A. Hotho.
Anomaly Detection in Beehives: An Algorithm Comparison(2022)
P. Davidson, M. Steininger, F. Lautenschlager, A. Krause, and A. Hotho. Springer International Publishing
Assessing Media Bias in Cross-Linguistic and Cross-National Populations(2021)
A. Sales, A. Zehe, L. Marinho, A. Veloso, A. Hotho, and J. Omeliyanenko.
Shared Task on Scene Segmentation @ KONVENS 2021(2021)
A. Zehe, L. Konle, S. Guhr, L. Dümpelmann, E. Gius, A. Hotho, F. Jannidis, L. Kaufmann, M. Krug, F. Puppe, N. Reiter, and A. Schreiber.
Evaluating the multi-task learning approach for land use regression modelling of air pollution(2021)
A. Dulny, M. Steininger, F. Lautenschlager, A. Krause, and A. Hotho. IOP Publishing
Do Different Deep Metric Learning Losses Lead to Similar Learned Features?(2021)
K. Kobs, M. Steininger, A. Dulny, and A. Hotho.
Learning Mathematical Relations Using Deep Tree Models(2021)
S. Wankerl, A. Dulny, G. Götz, and A. Hotho.
NeuralPDE: Modelling Dynamical Systems from Data(2021)
A. Dulny, A. Hotho, and A. Krause.
Anomaly Detection in Beehives: An Algorithm Comparison(2021)
P. Davidson, M. Steininger, F. Lautenschlager, A. Krause, and A. Hotho.
Semi-unsupervised Learning: An In-depth Parameter Analysis(2021)
P. Davidson, F. Buckermann, M. Steininger, A. Krause, and A. Hotho. Springer International Publishing
Sequential Item Recommendation in the MOBA Game Dota 2(2021)
A. Dallmann, J. Kohlmann, D. Zoller, and A. Hotho.
Density-based weighting for imbalanced regression(2021)
M. Steininger, K. Kobs, P. Davidson, A. Krause, and A. Hotho.
A financial game with opportunities for fraud(2021)
J. Tritscher, A. Krause, D. Schlör, F. Gwinner, S. von Mammen, and A. Hotho.
Comparison of Transformer-Based Sequential ProductRecommendation Models for the Coveo Data Challenge(2021)
E. Fischer, D. Zoller, and A. Hotho.
DETECTING PRESENCE OF SPEECH IN ACOUSTIC DATA OBTAINED FROM BEEHIVES(2021)
P. Janetzky, P. Davidson, M. Steininger, A. Krause, and A. Hotho.
Semi-Supervised Learning for Grain Size Distribution Interpolation(2021)
K. Kobs, C. Schäfer, M. Steininger, A. Krause, R. Baumhauer, H. Paeth, and A. Hotho.
A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models(2021)
A. Dallmann, D. Zoller, and A. Hotho. ACM
Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research(2021)
T. Koopmann, M. Stubbemann, M. Kapa, M. Paris, G. Buenstorf, T. Hanika, A. Hotho, R. Jäschke, and G. Stumme.
CoBERT: Scientific Collaboration Prediction via Sequential Recommendation(2021)
T. Koopmann, K. Kobs, K. Herud, and A. Hotho.
Malware detection on windows audit logs using LSTMs(2021)
M. Ring, D. Schlör, S. Wunderlich, D. Landes, and A. Hotho.
Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment(2021)
J. Pfister, K. Kobs, and A. Hotho.
Detecting Scenes in Fiction: A new Segmentation Task(2021)
A. Zehe, L. Konle, L. Dümpelmann, E. Gius, A. Hotho, F. Jannidis, L. Kaufmann, M. Krug, F. Puppe, N. Reiter, A. Schreiber, and N. Wiedmer. ACL
Evaluation of post-hoc XAI approaches through synthetic tabular data(2020)
J. Tritscher, M. Ring, D. Schlör, L. Hettinger, and A. Hotho.
Improving Sentiment Analysis with Biofeedback Data(2020)
D. Schlör, A. Zehe, K. Kobs, B. Veseli, F. Westermeier, L. Brübach, D. Roth, M. Latoschik, and A. Hotho.
Time Series Forecasting for Self-Aware Systems(2020)
A. Bauer, M. Züfle, N. Herbst, A. Zehe, A. Hotho, and S. Kounev.
Evaluating the multi-task learning approach for land use regression modelling of air pollution(2020)
A. Dulny, M. Steininger, F. Lautenschlager, A. Krause, and A. Hotho.
Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels(2020)
K. Kobs, A. Zehe, A. Bernstetter, J. Chibane, J. Pfister, J. Tritscher, and A. Hotho.
Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study(2020)
P. Davidson, P. Düking, C. Zinner, B. Sperlich, and A. Hotho.
SimLoss: Class Similarities in Cross Entropy(2020)
K. Kobs, M. Steininger, A. Zehe, F. Lautenschlager, and A. Hotho.
Towards Predicting the Subscription Status of Twitch.tv Users(2020)
K. Kobs, M. Potthast, M. Wiegmann, A. Zehe, B. Stein, and A. Hotho.
Financial Fraud Detection with Improved Neural Arithmetic Logic Units(2020)
D. Schlör, M. Ring, A. Krause, and A. Hotho.
Integrating Keywords into BERT4Rec for Sequential Recommendation(2020)
E. Fischer, D. Zoller, A. Dallmann, and A. Hotho.
OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning(2020)
F. Lautenschlager, M. Becker, K. Kobs, M. Steininger, P. Davidson, A. Krause, and A. Hotho.
HarryMotions – Classifying Relationships in Harry Potter based on Emotion Analysis(2020)
A. Zehe, J. Arns, L. Hettinger, and A. Hotho.
Where to Submit Helping Researchers to Choose the Right Venue(2020)
K. Kobs, T. Koopmann, A. Zehe, D. Fernes, P. Krop, and A. Hotho. Association for Computational Linguistics
Emote-Controlled(2020)
K. Kobs, A. Zehe, A. Bernstetter, J. Chibane, J. Pfister, J. Tritscher, and A. Hotho. Association for Computing Machinery (ACM)
LM4KG: Improving Common Sense Knowledge Graphs with Language Models(2020)
J. Omeliyanenko, A. Zehe, L. Hettinger, and A. Hotho.
NICER — Aesthetic Image Enhancement with Humans in the Loop(2020)
M. Fischer, K. Kobs, and A. Hotho.
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images(2020)
M. Steininger, K. Kobs, A. Zehe, F. Lautenschlager, M. Becker, and A. Hotho.
Improving Sentiment Analysis with Biofeedback Data(2020)
D. Schlör, A. Zehe, K. Kobs, B. Veseli, F. Westermeier, L. Brübach, D. Roth, M. Latoschik, and A. Hotho. European Language Resources Association (ELRA)
Anomaly Detection in Beehives using Deep Recurrent Autoencoders(2020)
P. Davidson, M. Steininger, F. Lautenschlager, K. Kobs, A. Krause, and A. Hotho. SCITEPRESS – Science and Technology Publications, Lda.
iNALU: Improved Neural Arithmetic Logic Unit.(2020)
D. Schlör, M. Ring, and A. Hotho.
Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data(2020)
J. Tritscher, M. Ring, D. Schlr, L. Hettinger, and A. Hotho. Springer International Publishing
Deep Learning for Climate Model Output Statistics(2020)
M. Steininger, D. Abel, K. Ziegler, A. Krause, H. Paeth, and A. Hotho.
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks(2019)
A. Zehe, L. Hettinger, S. Ernst, C. Hauptmann, and A. Hotho. Association for Computational Linguistics
Flow-based network traffic generation using Generative Adversarial Networks(2019)
M. Ring, D. Schlör, D. Landes, and A. Hotho.
EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification(2019)
L. Hettinger, A. Zehe, A. Dallmann, and A. Hotho.
A Survey of Network-based Intrusion Detection Data Sets.(2019)
M. Ring, S. Wunderlich, D. Scheuring, D. Landes, and A. Hotho.
Comparison of System Call Representations for Intrusion Detection.(2019)
S. Wunderlich, M. Ring, D. Landes, and A. Hotho.
On the Right Track! Analysing and Predicting Navigation Success in Wikipedia(2019)
T. Koopmann, A. Dallmann, L. Hettinger, T. Niebler, and A. Hotho. ACM
Detection of Scenes in Fiction(2019)
E. Gius, F. Jannidis, M. Krug, A. Zehe, A. Hotho, F. Puppe, J. Krebs, N. Reiter, N. Wiedmer, and L. Konle.
Solving Mathematical Exercises: Prediction of Students' Success.(2019)
S. Wankerl, G. Götz, and A. Hotho. CEUR-WS.org
ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings(2018)
L. Hettinger, A. Dallmann, A. Zehe, T. Niebler, and A. Hotho.
Flow-based Network Traffic Generation using Generative Adversarial Networks.(2018)
M. Ring, D. Schlör, D. Landes, and A. Hotho.
A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels(2018)
A. Zehe, D. Schlör, U. Henny-Krahmer, M. Becker, and A. Hotho.
Burrows' Zeta: Exploring and Evaluating Variants and Parameters.(2018)
C. Schöch, D. Schlör, A. Zehe, H. Gebhard, M. Becker, and A. Hotho. Red de Humanidades Digitales A. C.
Accessing Information with Tags: Search and Ranking.(2018)
B. Bullock, A. Hotho, and G. Stumme. Springer
ClaiRE at SemEval-2018 Task 7 - Extended Version(2018)
L. Hettinger, A. Dallmann, A. Zehe, T. Niebler, and A. Hotho.
Burrows Zeta: Varianten und Evaluation(2018)
C. Schöch, J. Calvo, A. Zehe, and A. Hotho.
Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data(2018)
M. Kibanov, M. Becker, J. Mueller, M. Atzmueller, A. Hotho, and G. Stumme. ACM
Analysing Direct Speech in German Novels(2018)
F. Jannidis, L. Konle, A. Zehe, A. Hotho, and M. Krug.
Air Trails--Urban Air Quality Campaign Exploration Patterns(2018)
M. Becker, F. Lautenschlager, and A. Hotho.
EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data(2018)
F. Lautenschlager, M. Becker, M. Steininger, and A. Hotho. KOPS
Big-Data Helps SDN to Improve Application Specific Quality of Service(2018)
S. Schwarzmann, A. Blenk, O. Dobrijevic, M. Jarschel, A. Hotho, T. Zinner, and F. Wamser. Institution of Engineering and Technology (IET)
Detection of slow port scans in flow-based network traffic(2018)
M. Ring, D. Landes, and A. Hotho. Public Library of Science
Adaptive kNN Using Expected Accuracy for Classification of Geo-Spatial Data(2018)
M. Kibanov, M. Becker, J. Müller, M. Atzmueller, A. Hotho, and G. Stumme. ACM Press
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning(2017)
T. Niebler, M. Becker, C. Pölitz, and A. Hotho.
Flow-based benchmark data sets for intrusion detection(2017)
M. Ring, S. Wunderlich, D. Grüdl, D. Landes, and A. Hotho.
Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications.(2017)
F. Lemmerich, P. Singer, M. Becker, L. Noboa, D. Dimitrov, D. Helic, A. Hotho, and M. Strohmaier. Springer
Towards Sentiment Analysis on German Literature(2017)
A. Zehe, M. Becker, F. Jannidis, and A. Hotho.
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time(2017)
A. Dallmann, A. Grimm, C. Pölitz, D. Zoller, and A. Hotho.
Applications for Environmental Sensing in EveryAware(2017)
M. Atzmueller, M. Becker, A. Molino, J. Mueller, J. Peters, and A. Sirbu. Springer Verlag
Learning Word Embeddings from Tagging Data: A methodological comparison(2017)
T. Niebler, L. Hahn, and A. Hotho.
Learning Semantic Relatedness From Human Feedback Using Metric Learning(2017)
T. Niebler, M. Becker, C. Pölitz, and A. Hotho.
Mining social semantics on the social web.(2017)
A. Hotho, R. Jäschke, and K. Lerman.
Creation of Flow-Based Data Sets for Intrusion Detection(2017)
M. Ring, S. Wunderlich, D. Grüdl, D. Landes, and A. Hotho.
A Bayesian Method for Comparing Hypotheses About Human Trails(2017)
P. Singer, D. Helic, A. Hotho, and M. Strohmaier. ACM
Mining social semantics on the social web(2017)
A. Hotho, R. Jaeschke, and K. Lerman. IOS Press
Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study(2017)
B. Sperlich, M. Becker, A. Hotho, B. Wallmann-Sperlich, M. Sareban, K. Winkert, J. Steinacker, and G. Treff.
Leveraging User-Interactions for Time-Aware Tag Recommendations(2017)
D. Zoller, S. Doerfel, C. Pölitz, and A. Hotho.
Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications(2017)
F. Lemmerich, P. Singer, M. Becker, L. Espin-Noboa, D. Dimitrov, D. Helic, A. Hotho, and M. Strohmaier.
IP2Vec: Learning Similarities between IP Addresses(2017)
M. Ring, D. Landes, A. Dallmann, and A. Hotho.
A Toolset for Intrusion and Insider Threat Detection(2017)
M. Ring, S. Wunderlich, D. Grüdl, D. Landes, and A. Hotho. Springer International Publishing
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data(2017)
M. Becker, F. Lemmerich, P. Singer, M. Strohmaier, and A. Hotho.
What Users Actually Do in a Social Tagging System: A Study of User Behavior in BibSonomy.(2016)
S. Doerfel, D. Zöller, P. Singer, T. Niebler, A. Hotho, and M. Strohmaier.
Comparison of non-invasive individual monitoring of the training and health of athletes with commercially available wearable technologies(2016)
P. Düking, A. Hotho, F. Fuss, H. Holmberg, and B. Sperlich.
MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data(2016)
M. Becker, F. Lemmerich, P. Singer, M. Strohmaier, and A. Hotho.
Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods(2016)
A. Dallmann, T. Niebler, F. Lemmerich, and A. Hotho.
Posted, Visited, Exported: Altmetrics in the Social Tagging System BibSonomy(2016)
D. Zoller, S. Doerfel, R. Jäschke, G. Stumme, and A. Hotho.
Prediction of Happy Endings in German Novels(2016)
A. Zehe, M. Becker, L. Hettinger, A. Hotho, I. Reger, and F. Jannidis.
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System(2016)
T. Niebler, M. Becker, D. Zoller, S. Doerfel, and A. Hotho. ACM
Extracting Semantics from unconstrained navigation on wikipedia(2016)
T. Niebler, D. Schlör, M. Becker, and A. Hotho. Springer Berlin Heidelberg
Classification of Literary Subgenres(2016)
L. Hettinger, F. Jannidis, I. Reger, and A. Hotho.
SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails.(2016)
M. Becker, H. Mewes, A. Hotho, D. Dimitrov, F. Lemmerich, and M. Strohmaier. ACM
Creation of Specific Flow-Based Training Data Sets for Usage Behaviour Classification(2016)
F. Otto, M. Ring, D. Landes, and A. Hotho.
Analyzing Features for the Detection of Happy Endings in German Novels(2016)
F. Jannidis, I. Reger, A. Zehe, M. Becker, L. Hettinger, and A. Hotho.
Significance Testing for the Classification of Literary Subgenres(2016)
L. Hettinger, F. Jannidis, I. Reger, and A. Hotho.
Mining Subgroups with Exceptional Transition Behavior.(2016)
F. Lemmerich, M. Becker, P. Singer, D. Helic, A. Hotho, and M. Strohmaier. ACM
What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy(2016)
S. Doerfel, D. Zoller, P. Singer, T. Niebler, A. Hotho, and M. Strohmaier. ACM
Modeling and Extracting Load Intensity Profiles(2015)
J. v. Kistowski, H. Nikolas, D. Zoller, S. Kounev, and A. Hotho.
HypTrails: A Bayesian Approach for Comparing Hypotheses About Human Trails on the Web(2015)
P. Singer, D. Helic, A. Hotho, and M. Strohmaier. ACM
Photowalking the city: comparing hypotheses about urban photo trails on Flickr(2015)
M. Becker, P. Singer, F. Lemmerich, A. Hotho, D. Helic, and M. Strohmaier.
VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories(2015)
M. Becker, P. Singer, F. Lemmerich, A. Hotho, D. Helic, and M. Strohmaier. ACM
Media Bias in German Online Newspapers(2015)
A. Dallmann, F. Lemmerich, D. Zoller, and A. Hotho. ACM
ConDist: A Context-Driven Categorical Distance Measure(2015)
M. Ring, F. Otto, M. Becker, T. Niebler, D. Landes, and A. Hotho.
Participatory Patterns in an International Air Quality Monitoring Initiative(2015)
A. Sîrbu, M. Becker, S. Caminiti, B. De Baets, B. Elen, L. Francis, P. Gravino, A. Hotho, S. Ingarra, V. Loreto, A. Molino, J. Mueller, J. Peters, F. Ricchiuti, F. Saracino, V. Servedio, G. Stumme, J. Theunis, F. Tria, and J. Van den Bossche. Public Library of Science
Genre classification on German novels(2015)
L. Hettinger, M. Becker, I. Reger, F. Jannidis, and A. Hotho.
MicroTrails: Comparing Hypotheses About Task Selection on a Crowdsourcing Platform(2015)
M. Becker, K. Borchert, M. Hirth, H. Mewes, A. Hotho, and P. Tran-Gia. ACM
Text Categorization for Deriving the Application Quality in Enterprises using Ticketing Systems(2015)
T. Zinner, F. Lemmerich, S. Schwarzmann, M. Hirth, P. Karg, and A. Hotho.
Using ontologies to model human navigation behavior in information networks: A study based on wikipedia(2015)
D. Lamprecht, M. Strohmaier, D. Helic, C. Nyulas, T. Tudorache, N. Noy, and M. Musen. IOS Press
Hyptrails: A bayesian approach for comparing hypotheses about human trails(2015)
P. Singer, D. Helic, A. Hotho, and M. Strohmaier. ACM
Automatic Threshold Calculation for the Categorical Distance Measure ConDist.(2015)
M. Ring, D. Landes, and A. Hotho. CEUR-WS.org
Modeling and Extracting Load Intensity Profiles.(2015)
J. von Kistowski, N. Herbst, D. Zoller, S. Kounev, and A. Hotho. IEEE Computer Society
On Publication Usage in a Social Bookmarking System(2015)
D. Zoller, S. Doerfel, R. Jäschke, G. Stumme, and A. Hotho.
How Social is Social Tagging?(2014)
S. Doerfel, D. Zoller, P. Singer, T. Niebler, M. Strohmaier, and A. Hotho. ACM
HypTrails: A Bayesian Approach for Comparing Hypotheses about Human Trails.(2014)
P. Singer, D. Helic, A. Hotho, and M. Strohmaier.
Evaluating Assumptions about Social Tagging - A Study of User Behavior in BibSonomy(2014)
S. Doerfel, D. Zoller, P. Singer, T. Niebler, A. Hotho, and M. Strohmaier. CEUR-WS.org
Ubicon and its Applications for Ubiquitous Social Computing(2014)
M. Atzmueller, M. Becker, M. Kibanov, C. Scholz, S. Doerfel, A. Hotho, B. Macek, F. Mitzlaff, J. Mueller, and G. Stumme.
The sixth ACM RecSys workshop on recommender systems and the social web(2014)
D. Jannach, J. Freyne, W. Geyer, I. Guy, A. Hotho, and B. Mobasher. ACM
Of course we Share! Testing Assumptions about Social Tagging Systems(2014)
S. Doerfel, D. Zoller, P. Singer, T. Niebler, A. Hotho, and M. Strohmaier. arXiv.org
The social distributional hypothesis: a pragmatic proxy for homophily in online social networks.(2014)
F. Mitzlaff, M. Atzmüller, A. Hotho, and G. Stumme.
Computing semantic relatedness from human navigational paths on Wikipedia(2013)
P. Singer, T. Niebler, M. Strohmaier, and A. Hotho. International World Wide Web Conferences Steering Committee
Semantics of User Interaction in Social Media(2013)
F. Mitzlaff, M. Atzmueller, G. Stumme, and A. Hotho. Springer Berlin Heidelberg
Tag Recommendations for SensorFolkSonomies(2013)
J. Mueller, S. Doerfel, M. Becker, A. Hotho, and G. Stumme. ACM
Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations(2013)
N. Landia, S. Doerfel, R. Jäschke, S. Anand, A. Hotho, and N. Griffiths.
Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia(2013)
P. Singer, T. Niebler, M. Strohmaier, and A. Hotho. IGI Global
How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems(2013)
T. Niebler, P. Singer, D. Benz, C. Körner, M. Strohmaier, and A. Hotho. Springer
The fifth ACM RecSys workshop on recommender systems and the social web.(2013)
B. Mobasher, D. Jannach, W. Geyer, J. Freyne, A. Hotho, S. Anand, and I. Guy. ACM
Informationelle Selbstbestimmung Im Web 2.0 - Chancen Und Risiken Sozialer Verschlagwortungssysteme(2013)
S. Doerfel, A. Hotho, A. Kartal-Aydemir, A. Roßnagel, and G. Stumme. Vieweg + Teubner Verlag
On the Semantics of User Interaction in Social Media.(2013)
F. Mitzlaff, M. Atzmueller, G. Stumme, and A. Hotho. Universitätsbibliothek Bamberg
User-Relatedness and Community Structure in Social Interaction Networks(2013)
F. Mitzlaff, M. Atzmueller, D. Benz, A. Hotho, and G. Stumme.
Tag Recommendations for SensorFolkSonomies.(2013)
J. Mueller, S. Dörfel, M. Becker, A. Hotho, and G. Stumme. CEUR-WS.org
A Generic Platform for Ubiquitous and Subjective Data(2013)
M. Becker, J. Mueller, A. Hotho, and G. Stumme. ACM
The challenge of recommender systems challenges.(2012)
A. Said, D. Tikk, and A. Hotho. ACM
4th ACM RecSys workshop on recommender systems and the social web.(2012)
B. Mobasher, D. Jannach, W. Geyer, and A. Hotho. ACM
Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy.(2012)
B. Krause, H. Lerch, A. Hotho, A. Roßnagel, and G. Stumme.
Recommender Systems for Social Tagging Systems(2012)
L. Balby Marinho, A. Hotho, R. Jäschke, A. Nanopoulos, S. Rendle, L. Schmidt-Thieme, G. Stumme, and P. Symeonidis. Springer
Challenges in Tag Recommendations for Collaborative Tagging Systems(2012)
R. Jäschke, A. Hotho, F. Mitzlaff, and G. Stumme. Springer
Stacked Conditional Random Fields Exploiting Structural Consistencies(2012)
P. Klügl, M. Toepfer, F. Lemmerich, A. Hotho, and F. Puppe. SciTePress
Collective Information Extraction with Context-Specific Consistencies.(2012)
P. Klügl, M. Toepfer, F. Lemmerich, A. Hotho, and F. Puppe. Springer
Ubicon: Observing Physical and Social Activities.(2012)
M. Atzmueller, M. Becker, S. Doerfel, A. Hotho, M. Kibanov, B. Macek, F. Mitzlaff, J. Mueller, C. Scholz, and G. Stumme. IEEE Computer Society
Publikationen im Web 2.0(2012)
A. Hotho. Springer
Enhancing Social Interactions at Conferences(2011)
M. Atzmüller, D. Benz, S. Doerfel, A. Hotho, R. Jäschke, B. Macek, F. Mitzlaff, C. Scholz, and G. Stumme. Oldenbourg Wissenschaftsverlag GmbH
From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research.(2011)
A. Hotho, and G. Stumme. Springer
Recommendation in the Social Web(2011)
R. Burke, J. Gemmell, A. Hotho, and R. Jäschke. Association for the Advancement of Artificial Intelligence
3rd workshop on recommender systems and the social web(2011)
J. Freyne, S. Anand, I. Guy, and A. Hotho. ACM
Towards Mining Semantic Maturity in Social Bookmarking Systems(2011)
M. Atzmueller, D. Benz, A. Hotho, and G. Stumme.
One Tag to Bind Them All : Measuring Term Abstractness in Social Metadata(2011)
D. Benz, C. Körner, A. Hotho, G. Stumme, and M. Strohmaier.
Spam-Bekämpfung im Web 2.0 - auch eine Frage des Datenschutzes - Zur Auswahl von Spam-Erkennungsmerkmalen.(2011)
H. Lerch, B. Bullock, A. Hotho, A. Roßnagel, and G. Stumme.
Combining Data-Driven and Semantic Approaches for Text Mining.(2011)
S. Bloehdorn, S. Blohm, P. Cimiano, E. Giesbrecht, A. Hotho, U. Lösch, A. Mädche, E. Mönch, P. Sorg, S. Staab, and J. Völker. Springer
Segmentation of References with Skip-Chain Conditional Random Fields for Consistent Label Transitions.(2011)
M. Toepfer, P. Klügl, A. Hotho, and F. Puppe. Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg
Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles.(2011)
M. Atzmueller, S. Doerfel, A. Hotho, F. Mitzlaff, and G. Stumme. Springer
Introduction to the Special Issue on Social Linking and Hypermedia(2011)
C. Cattuto, and A. Hotho.
Social Tagging Recommender Systems.(2011)
L. Marinho, A. Nanopoulos, L. Schmidt-Thieme, R. Jäschke, A. Hotho, G. Stumme, and P. Symeonidis. Springer
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis(2011)
P. Cimiano, A. Hotho, and S. Staab.
Resource-Aware On-Line RFID Localization Using Proximity Data(2011)
C. Scholz, S. Doerfel, M. Atzmueller, A. Hotho, and G. Stumme.
Privacy-aware spam detection in social bookmarking systems(2011)
B. Navarro Bullock, H. Lerch, A. Roßnagel, A. Hotho, and G. Stumme.
Visit me, click me, be my friend: an analysis of evidence networks of user relationships in BibSonomy(2010)
F. Mitzlaff, D. Benz, G. Stumme, and A. Hotho. ACM
Ubiquitous Data.(2010)
A. Hotho, R. Pedersen, and M. Wurst. Springer
Query Logs as Folksonomies(2010)
D. Benz, A. Hotho, R. Jäschke, B. Krause, and G. Stumme.
Conditional Random Fields For Local Adaptive Reference Extraction.(2010)
M. Toepfer, P. Klügl, A. Hotho, and F. Puppe.
The social bookmark and publication management system bibsonomy - A platform for evaluating and demonstrating Web 2.0 research.(2010)
D. Benz, A. Hotho, R. Jäschke, B. Krause, F. Mitzlaff, C. Schmitz, and G. Stumme.
Data Mining on Folksonomies(2010)
A. Hotho. Springer
The social bookmark and publication management system BibSonomy(2010)
D. Benz, A. Hotho, R. Jäschke, B. Krause, F. Mitzlaff, C. Schmitz, and G. Stumme. Springer
Local Adaptive Extraction of References.(2010)
P. Klügl, A. Hotho, and F. Puppe. Springer
Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge(2010)
D. Benz, A. Hotho, S. Stützer, and G. Stumme.
Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity(2010)
C. Körner, D. Benz, M. Strohmaier, A. Hotho, and G. Stumme. ACM
Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge(2010)
D. Benz, A. Hotho, and G. Stumme.
Publikationsmanagement mit BibSonomy -- ein Social-Bookmarking-System für Wissenschaftler(2010)
A. Hotho, D. Benz, F. Eisterlehner, R. Jäschke, B. Krause, C. Schmitz, and G. Stumme.
Contests: way forward or detour?(2010)
P. Resnick, J. Konstan, A. Hotho, and J. Pindado. ACM
Towards the Ubiquitous Web(2010)
A. Hotho, and G. Stumme.
Community Assessment using Evidence Networks(2010)
F. Mitzlaff, M. Atzmueller, D. Benz, A. Hotho, and G. Stumme.
Academic Publication Management with PUMA - collect, organize and share publications(2010)
D. Benz, A. Hotho, R. Jäschke, G. Stumme, A. Halle, A. Lima, H. Steenweg, and S. Stefani. Springer
Managing Publications and Bookmarks with BibSonomy(2009)
D. Benz, F. Eisterlehner, A. Hotho, R. Jäschke, B. Krause, and G. Stumme. ACM
Testing and Evaluating Tag Recommenders in a Live System(2009)
R. Jäschke, F. Eisterlehner, A. Hotho, and G. Stumme. ACM
Evaluating Similarity Measures for Emergent Semantics of Social Tagging(2009)
B. Markines, C. Cattuto, F. Menczer, D. Benz, A. Hotho, and G. Stumme.
Social Bookmarking am Beispiel BibSonomy(2009)
A. Hotho, R. Jäschke, D. Benz, M. Grahl, B. Krause, C. Schmitz, and G. Stumme. Springer
Ontologies for Machine Learning(2009)
S. Bloehdorn, and A. Hotho. Springer
Mapping Bibliographic Records with Bibliographic Hash Keys.(2009)
J. Voß, A. Hotho, and R. Jäschke. Verlag Werner Hülsbusch
The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems(2008)
B. Krause, C. Schmitz, A. Hotho, and G. Stumme.
A Comparison of Social Bookmarking with Traditional Search(2008)
B. Krause, A. Hotho, and G. Stumme.
Logsonomy - Social Information Retrieval with Logdata(2008)
B. Krause, R. Jäschke, A. Hotho, and G. Stumme. ACM
Semantic Grounding of Tag Relatedness in Social Bookmarking Systems(2008)
C. Cattuto, D. Benz, A. Hotho, and G. Stumme.
Tag Recommendations in Social Bookmarking Systems(2008)
R. Jäschke, L. Marinho, A. Hotho, L. Schmidt-Thieme, and G. Stumme. IOS Press
Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems(2008)
C. Cattuto, D. Benz, A. Hotho, and G. Stumme.
08391 Working Group Summary - Analyzing Tag Semantics Across Tagging Systems.(2008)
D. Benz, M. Grobelnik, A. Hotho, R. Jäschke, D. Mladenic, V. Servedio, S. Sizov, and M. Szomszor. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany
Logsonomy — A Search Engine Folksonomy(2008)
R. Jäschke, B. Krause, A. Hotho, and G. Stumme. AAAI Press
Service.(2007)
A. Hotho, and G. Stumme.
Gasteditorial Web Mining.(2007)
A. Hotho, and G. Stumme.
Learning Disjointness(2007)
J. Völker, D. Vrandecic, Y. Sure, and A. Hotho. Springer-Verlag
Analysis of the Publication Sharing Behaviour in BibSonomy(2007)
R. Jäschke, A. Hotho, C. Schmitz, and G. Stumme.
Position Paper: Ontology Learning from Folksonomies(2007)
D. Benz, and A. Hotho. Martin-Luther-Universität Halle-Wittenberg
Tag Recommendations in Folksonomies(2007)
R. Jäschke, L. Marinho, A. Hotho, L. Schmidt-Thieme, and G. Stumme. Springer
Conceptual Clustering of Social Bookmarking Sites(2007)
M. Grahl, A. Hotho, and G. Stumme.
Organizing Publications and Bookmarks in BibSonomy(2007)
R. Jäschke, M. Grahl, A. Hotho, B. Krause, C. Schmitz, and G. Stumme.
Mining the World Wide Web(2007)
A. Hotho, and G. Stumme.
A Comparison of Content-Based Tag Recommendations in Folksonomy Systems.(2007)
J. Illig, A. Hotho, R. Jäschke, and G. Stumme. Springer
Network Properties of Folksonomies(2007)
C. Cattuto, C. Schmitz, A. Baldassarri, V. Servedio, V. Loreto, A. Hotho, M. Grahl, and G. Stumme.
Mining Association Rules in Folksonomies(2006)
C. Schmitz, A. Hotho, R. Jäschke, and G. Stumme.
Content Aggregation on Knowledge Bases using Graph Clustering(2006)
C. Schmitz, A. Hotho, R. Jäschke, and G. Stumme. Springer
Information Retrieval in Folksonomies: Search and Ranking(2006)
A. Hotho, R. J�schke, C. Schmitz, and G. Stumme. Springer
Semantic Network Analysis of Ontologies(2006)
B. Hoser, A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme. Springer
FolkRank: A Ranking Algorithm for Folksonomies(2006)
A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme.
TRIAS - An Algorithm for Mining Iceberg Tri-Lattices(2006)
R. Jäschke, A. Hotho, C. Schmitz, B. Ganter, and G. Stumme.
BibSonomy: A Social Bookmark and Publication Sharing System(2006)
A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme. Aalborg Universitetsforlag
Wege zur Entdeckung von Communities in Folksonomies(2006)
R. Jäschke, A. Hotho, C. Schmitz, and G. Stumme. Martin-Luther-Universität
Learning Ontologies to Improve Text Clustering and Classification(2006)
S. Bloehdorn, P. Cimiano, and A. Hotho. Springer, Berlin--Heidelberg, Germany
Information Retrieval in Folksonomies: Search and Ranking(2006)
A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme.
An Ontology-based Framework for Text Mining(2005)
S. Bloehdorn, P. Cimiano, A. Hotho, and S. Staab.
Text Clustern mit Hintergrundwissen.(2005)
A. Hotho.
The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.(2005)
I. Muslea, V. Dignum, D. Corkill, C. Jonker, F. Dignum, S. Coradeschi, A. Saffiotti, D. Fu, J. Orkin, W. Cheetham, K. Goebel, P. Bonissone, L. Soh, R. Jones, R. III, M. Scheutz, D. de Farias, S. Mannor, G. Theocharous, D. Precup, B. Mobasher, S. Anand, B. Berendt, A. Hotho, H. Guesgen, M. Rosenstein, and M. Ghavamzadeh.
Collaborative and Usage-driven Evolution of Personal Ontologies.(2005)
P. Haase, A. Hotho, L. Schmidt-Thieme, and Y. Sure. DFKI
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis(2005)
P. Cimiano, A. Hotho, and S. Staab. AAAI Press
A Brief Survey of Text Mining.(2005)
A. Hotho, A. Nürnberger, and G. Paass.
Learning Ontologies to Improve Text Clustering and Classification.(2005)
S. Bloehdorn, P. Cimiano, and A. Hotho. Springer
Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies(2004)
P. Cimiano, G. Stumme, A. Hotho, and J. Tane. Springer
Boosting for Text Classification with Semantic Features(2004)
S. Bloehdorn, and A. Hotho.
Text Classification by Boosting Weak Learners based on Terms and Concepts(2004)
S. Bloehdorn, and A. Hotho. IEEE Computer Society Press
Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text.(2004)
P. Cimiano, A. Hotho, and S. Staab. IOS Press
A Workshop Report: Mining for and from the Semantic Web at KDD 2004(2004)
A. Hotho, Y. Sure, and L. Getoor.
Clustering Concept Hierarchies from Text(2004)
P. Cimiano, A. Hotho, and S. Staab.
A Roadmap for Web Mining: From Web to Semantic Web.(2004)
B. Berendt, A. Hotho, D. Mladenic, M. van Someren, M. Spiliopoulou, and G. Stumme. Springer
Ontology-based Text Document Clustering.(2003)
S. Staab, and A. Hotho. Springer
Explaining Text Clustering Results using Semantic Structures(2003)
A. Hotho, S. Staab, and G. Stumme. Springer
Ontologies Improve Text Document Clustering(2003)
A. Hotho, S. Staab, and G. Stumme.
Conceptual User Tracking(2003)
D. Oberle, B. Berendt, A. Hotho, and J. Gonzalez. Springer
Semantic Web - State of the art and future directions(2003)
R. Studer, R. Volz, G. Stumme, and A. Hotho.
Automatic multi-label subject indexing in a multilingual environment(2003)
B. Lauser, and A. Hotho. Springer
A Roadmap for Web Mining: From Web to Semantic Web.(2003)
B. Berendt, A. Hotho, D. Mladenic, M. van Someren, M. Spiliopoulou, and G. Stumme. Springer
Towards Semantic Web Mining(2002)
B. Berendt, A. Hotho, and G. Stumme. Springer
KAON - Towards a large scale Semantic Web(2002)
E. Bozsak, M. Ehrig, S. Handschuh, A. Hotho, A. Maedche, B. Motik, D. Oberle, C. Schmitz, S. Staab, L. Stojanovic, N. Stojanovic, R. Studer, G. Stumme, Y. Sure, J. Tane, R. Volz, and V. Zacharias. Springer
Ontology-based Text Document Clustering(2002)
A. Hotho, A. Maedche, and S. Staab.
Text Clustering Based on Good Aggregations(2001)
A. Hotho, A. Maedche, and S. Staab. IEEE Computer Society
SEAL-II --- The Soft Spot between Richly Structured and Unstructured Knowledge(2001)
A. Hotho, A. Maedche, S. Staab, and R. Studer.
AI for the Web - Ontology-based Community Web Portals(2000)
S. Staab, J. Angele, S. Decker, M. Erdmann, A. Hotho, A. Maedche, H. Schnurr, R. Studer, and Y. Sure.
Semantic Community Web Portals(2000)
S. Staab, J. Angele, S. Decker, M. Erdmann, A. Hotho, A. Maedche, H. Schnurr, R. Studer, and Y. Sure. Elsevier
Enhancing Preprocessing in Data-Intensive Domains using Online-Analytical Processing(2000)
A. Maedche, A. Hotho, and M. Wiese. Springer

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