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13th KDIR 2021
- Rita Cucchiara, Ana Fred, Joaquim Filipe:
Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2021, Volume 1: KDIR, Online Streaming, October 25-27, 2021. SCITEPRESS 2021, ISBN 978-989-758-533-3
Invited Speakers
- Eric Yu:
Leveraging Knowledge from Humans and from Data: Why Requirements Engineering (Still) Matters. KDIR 2021: 5 - Bhavani Thuraisingham:
Integrating Big Data, Data Science and Cyber Security with Applications in Cloud and Internet of Things. KDIR 2021: 7 - Jan Mendling:
Validity Concerns for Evaluating Algorithms. KDIR 2021: 9 - Deborah L. McGuinness:
Keynote Lecture. KDIR 2021: 11
Papers
- Gerhard Hagerer, Wing Sheung Leung, Qiaoxi Liu, Hannah Danner, Georg Groh:
A Case Study and Qualitative Analysis of Simple Cross-lingual Opinion Mining. 17-26 - Mohammad Amin Yazdi, Pejman Farhadi Ghalati, Benedikt Heinrichs:
Event Log Abstraction in Client-Server Applications. 27-36 - Ramazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi, David Henderson:
Improved Session-based Recommender System by Context Awareness in e-Commerce Domain. 37-47 - Mariano de Rivero, Cristhiam Tirado, Willy Ugarte:
FormalStyler: GPT based Model for Formal Style Transfer based on Formality and Meaning Preservation. 48-56 - Arnab Chakrabarti, Farhad Ahmad, Christoph Quix:
Towards a Rule-based Visualization Recommendation System. 57-68 - Yinxing Li, Nobuhiko Terui:
Product Embedding for Large-Scale Disaggregated Sales Data. 69-75 - Nicholas Mamo, Joel Azzopardi, Colin Layfield:
Fine-grained Topic Detection and Tracking on Twitter. 79-86 - Jiaji Ma, Mizuho Iwaihara:
Link Prediction for Wikipedia Articles based on Temporal Article Embedding. 87-94 - Hans Friedrich Witschel, Kaspar Riesen, Loris Grether:
Natural Language-based User Guidance for Knowledge Graph Exploration: A User Study. 95-102 - Claire Dyer, Brian Wood, Ying Zhao, Douglas J. MacKinnon:
Determining Policy Communication Effectiveness: A Lexical Link Analysis Approach. 103-109 - Hiroki Ohashi, Hiroto Nagayoshi:
Human-error-potential Estimation based on Wearable Biometric Sensors. 110-120 - Jing Qi, Girvan Burnside, Paul Charnley, Frans Coenen:
Event-based Pathology Data Prioritisation: A Study using Multi-variate Time Series Classification. 121-128 - Tedo Vrbanec, Ana Mestrovic:
Relevance of Similarity Measures Usage for Paraphrase Detection. 129-138 - Nicholas Mamo, Joel Azzopardi, Colin Layfield:
Who? What? Event Tracking Needs Event Understanding. 139-146 - Tobias Milz, Michael Granitzer, Jelena Mitrovic:
Analysis of a German Legal Citation Network. 147-154 - Sébastien Salva, Laurent Provot, Jarod Sue:
Conversation Extraction from Event Logs. 155-163 - Roberto Saia, Alessandro Giuliani, Livio Pompianu, Salvatore Carta:
From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution. 164-171 - Benedikt Heinrichs, Nils Preuß, Marius Politze, Matthias S. Müller, Peter F. Pelz:
Automatic General Metadata Extraction and Mapping in an HDF5 Use-case. 172-179 - Hadjer Djahnit, Malika Bessedik:
Exhaustive Solution for Mining Frequent Conceptual Links in Large Networks using a Binary Compressed Representation. 180-190 - Raluca Portase, Ramona Tolas, Rodica Potolea:
MEDIS: Analysis Methodology for Data with Multiple Complexities. 191-198 - Reem Al-Saffar, Susan Gauch:
Multidimensional Demographic Profiles for Fair Paper Recommendation. 199-208 - Rosária Bunga, Fernando Batista, Ricardo Ribeiro:
From Implicit Preferences to Ratings: Video Games Recommendation based on Collaborative Filtering. 209-216 - Chuanming Dong, Philippe Gambette, Catherine Dominguès:
Extracting Event-related Information from a Corpus Regarding Soil Industrial Pollution. 217-224 - João Coelho, António Neto, Miguel Tavares, Carlos Coutinho, João Oliveira, Ricardo Ribeiro, Fernando Batista:
Transformer-based Language Models for Semantic Search and Mobile Applications Retrieval. 225-232 - Zeinab Khanjarinezhadjooneghani, Nasseh Tabrizi:
Social Media Analytics: An Overview of Applications and Approaches. 233-240 - Roberto Saia, Alessandro Sebastian Podda, Gianni Fenu, Riccardo Balia:
Decomposing Training Data to Improve Network Intrusion Detection Performance. 241-248 - Jorge López, Maxime Labonne, Claude Poletti:
Toward Formal Data Set Verification for Building Effective Machine Learning Models. 249-256 - Okan Çiftçi, Samet Tenekeci, Ceren Ülgentürk:
Artist Recommendation based on Association Rule Mining and Community Detection. 257-263 - Janis Mohr, Basile Tousside, Marco Schmidt, Jörg Frochte:
Explainability and Continuous Learning with Capsule Networks. 264-273 - Dominik Kerzel, Sheeba Samuel, Birgitta König-Ries:
Towards Tracking Provenance from Machine Learning Notebooks. 274-281 - Ingo Glaser, Sebastian Moser, Florian Matthes:
Improving Legal Information Retrieval: Metadata Extraction and Segmentation of German Court Rulings. 282-291 - Arun Kumar Yadav, Arti Jain, Jorge Luis Morato, Divakar Yadav:
Retinal Blood Vessel Segmentation using Convolutional Neural Networks. 292-298
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