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Veröffentlichungen/2021

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Publikationen des Instituts AIFB im Jahr 2021

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article

Ali Sunyaev, Niclas Kannengießer, Roman Beck, Horst Treiblmaier, Mary Lacity, Johann Kranz, Gilbert Fridgen, Ulli Spankowski, André Luckow
Token Economy
Business & Information Systems Engineering, Februar, 2021
(Details)


Danilo Dessì, Francesco Osborne, Diego Reforgiato Recupero, Davide Buscaldi, Enrico Motta
Generating knowledge graphs by employing Natural Language Processing and Machine Learning techniques within the scholarly domain
Future Generation Computer Systems, 116, Seiten 253-264, Januar, 2021
(Details)


Danilo Dessì, Diego Reforgiato Recupero, Harald Sack
An Assessment of Deep Learning Models and Word Embeddings for Toxicity Detection within Online Textual Comments
MDPI Electronics, 10, (7), 2021
(Details)


Markus Lücking, Felix Kretzer, Niclas Kannengießer, Michael Beigl, Ali Sunyaev, Wilhelm Stork
When Data Fly: An Open Data Trading System in Vehicular Ad Hoc Networks
Electronics, 10, (6), Seiten 654, März, 2021
(Details)


Konstantin D. Pandl, Scott Thiebes, Manuel Schmidt-Kraepelin, Ali Sunyaev
How detection ranges and usage stops impact digital contact tracing effectiveness for COVID-19
Scientific Reports, 11, (1), Seiten 9414, Mai, 2021
(Details)


Jiexin Wang, Adam Jatowt, Michael Färber, Masatoshi Yoshikawa
Improving Question Answering for Event-Focused Questions in Temporal Collections of News Articles
Information Retrieval Journal, Januar, 2021
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inproceedings

Mehwish Alam, Russa Biswas, Yiyi Chen, Danilo Dessì, Genet Asefa Gesese, Fabian Hoppe, Harald Sack
HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles
In Proc. of 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2021). Co-located with The Web Conference 2021., Seiten: 436-440, Association for Computing Machinery
(Details)


Danilo Dessì, Tanja Käser, Mirko Marras, Elvira Popescu, Harald Sack
Designing Intelligent Systems for Online Education: Open Challenges and Future Directions
First International Workshop on Enabling Data-Driven Decisions from Learning on the Web 2021 (L2D 2021). Co-located with WSDM 2021., Seiten: 57-64, CEUR Workshop Proceedings, 2876
(Details)


Boulos El Asmar, Syrine Chelly, Michael Färber
AWARE: An Ontology for Situational Awareness of Autonomous Vehicles in Manufacturing
Proceedings of the 2021 Commonsense Knowledge Graph Workshop (CSKG'21)@AAAI'21, AAAI
(Details)


Michael Färber, Vinzenz Zinecker, Isabela Bragaglia, Sebastian Celis, Maria Duma
C-Rex: A Comprehensive System for Recommending In-Text Citations with Explanations
Proceedings of the 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K'21∂WWW'21), ACM
(Details)


Michael Färber, Frederic Bartscherer
Media Bias Everywhere? A Vision for Dealing with the Manipulation of Public Opinion
Proceedings of the Second International Workshop on Algorithmic Bias in Search and Recommendation (Bias∂ECIR'21), Springer
(Details)


Michael Färber, Alexander Albers, Felix Schüber
Identifying Used Methods and Datasets in Scientific Publications
In AAAI, Proceedings of the AAAI-21 Workshop on Scientific Document Understanding (SDU'21), AAAI
(Details)


Efthimios-Enias Gojka, Niclas Kannengießer, Benjamin Sturm, Jan Bartsch, Ali Sunyaev
Security in Distributed Ledger Technology: An Analysis of Vulnerabilities and Attack Vectors
Advances in Intelligent Systems and Computing, Springer, Juni, 2021
(Details)


Fabian Hoppe
Deep Learning meets Knowledge Graphs for Scholarly DataClassification
WWW '21: Companion Proceedings of the Web Conference 2021, Seiten: 417–421, Association for Computing Machinery, New York, NY, USA, April, 2021
(Details)


Fabian Hoppe, Danilo Dessì, Harald Sack
Deep Learning meets Knowledge Graphs for Scholarly Data Classification
In Proc. of 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2021). Co-located with The Web Conference 2021., Seiten: 417-421, Association for Computing Machinery
(Details)


Ahmad Zainul Ihsan, Danilo Dessì, Mehwish Alam, Harald Sack, Stefan Sandfeld
Steps towards a Dislocation Ontology for Crystalline Materials
In Raúl García-Castro, John Davies, Grigoris Antoniou, Carolina Fortuna, Proceedings of the Second International Workshop on Semantic Digital Twins co-located with the 18th Extended Semantic Web Conference (ESWC 2021), CEUR-WS.org, 2887, Juni, 2021
(Details)


Adam Jatowt, I-Chen Hung, Michael Färber, Ricardo Campos, Masatoshi Yoshikawa
Exploding TV Sets & Disappointing Laptops: Suggesting Interesting Content in News Archives based on Surprise Estimation
Proceedings of the 43rd European Conferene on Information Retrieval (ECIR'21), Springer
(Details)


Johan Krause, Igor Shapiro, Tarek Saier, Michael Färber
Bootstrapping Multilingual Metadata Extraction: A Showcase in Cyrillic
Proceedings of the Second Workshop on Scholarly Document Processing, CEUR-WS
(Details)


Anna Nguyen, Adrian Oberföll, Michael Färber
Right for the Right Reasons: Making Image Classification Intuitively Explainable
Proceedings of the 43rd European Conference on Information Retrieval (ECIR'21), Springer, März, 2021
(Details)


Konstantin D. Pandl, Heiner Teigeler, Sebastian Lins, Scott Thiebes, Ali Sunyaev
Drivers and Inhibitors for Organizations’ Intention to Adopt Artificial Intelligence as a Service
Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS), Seiten: 1-10, none, Januar, 2021
(Details)


Konstantin D. Pandl, Fabian Feiland, Scott Thiebes, Ali Sunyaev
Trustworthy machine learning for health care: scalable data valuation with the shapley value
Proceedings of the Conference on Health, Inference, and Learning, Seiten: 47–57, Association for Computing Machinery (ACM), April, 2021
(Details)


Tim Rädsch, Sven Eckhardt, Florian Leiser, Konstantin D. Pandl, Scott Thiebes, Ali Sunyaev
What Your Radiologist Might be Missing:Using Machine Learning to Identify Mislabeled Instances of X-ray Images
In HICSS, Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS), Springer, Januar, 2021
(Details)


Tabea Tietz, Oleksandra Bruns, Sandra Göller, Matthias Razum, Danilo Dessì, Harald Sack
Knowledge Graph enabled Curation and Exploration of Nuremberg’s City Heritage
In Proc. of the Conference on Digital Curation Technologies 2021 (Qurator 2021), CEUR
(Details)


Oleksandra Vsesviatska, Tabea Tietz, Fabian Hoppe, Mirjam Sprau, Nils Meyer, Danilo Dessì, Harald Sack
ArDO: An Ontology to Describe the Dynamics of Multimedia Archival Records
In Proc. of the 36th ACM/SIGAPP Symposium On Applied Computing (ACM SAC 2021), Seiten: 1855-1863, ACM
(Details)


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proceedings

Danilo Dessì, Tanja Käser, Mirko Marras, Elvira Popescu, Harald Sack
Enabling Data-Driven Decisions from Learning on the Web 2021
CEUR Workshop Proceedings, Vol. 2876, März, 2021
(Details)


Danilo Dessì, Tanja Käser, Mirko Marras, Elvira Popescu, Harald Sack
L2D 2021: First International Workshop on Enabling Data-Driven Decisions from Learning on the Web
Association for Computing Machinery, New York, NY, USA, März, 2021
(Details)


Ruben Verborgh
The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings
Springerin Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Oscar Corcho, Petar Ristoski, Mehwish Alam, Vol. 1, Cham, Juni, 2021
(Details)


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phdthesis

Tobias Weller
Learning Latent Features using Stochastic Neural Networks on Graph Structured Data
York Sure-Vetter; Maribel Acosta; Ingrid Ott, 2021/02/11, KIT, Fakultät für Wirtschaftswissenschaften
(Details)


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