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12th KDIR 2020: Budapest, Hungary
- Ana L. N. Fred, Joaquim Filipe:
Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 1: KDIR, Budapest, Hungary, November 2-4, 2020. SCITEPRESS 2020, ISBN 978-989-758-474-9
Invited Speakers
- Alexander V. Smirnov, Nikolay Shilov, Andrew Ponomarev:
Context-aware Knowledge Management for Socio-Cyber-Physical Systems: New Trends towards Human-machine Collective Intelligence. 5-17 - Manfred Reichert:
From Activity- to Data-centric Approaches to Business Process Management: Challenges, Technologies, Applications. KDIR 2020: 19 - Frank van Harmelen:
Hybrid Intelligence: AI Systems That Collaborate with People Instead of Replacing Them. KDIR 2020: 21 - Stefan Decker:
Persistent Identification for Interoperable Data Management and Preservation. KDIR 2020: 23
Papers
- Osman Fatih Kiliç, Enes Burak Dündar, Yusufcan Manav, Tolga Çekiç, Onur Deniz:
Conversation Management in Task-oriented Turkish Dialogue Agents with Dialogue Act Classification. 29-35 - Amal Alazba, Nora S. Alturayeif, Nouf Alturaief
, Zainab Alhathloul:
Saudi Stock Market Sentiment Analysis using Twitter Data. 36-47 - Aleksi Sahala
Improving Word Association Measures in Repetitive Corpora with Context Similarity Weighting. 48-58 - Jonathan Bodine, Dorit S. Hochbaum:
The Max-Cut Decision Tree: Improving on the Accuracy and Running Time of Decision Trees. 59-70 - Fabian Berns
Large-scale Retrieval of Bayesian Machine Learning Models for Time Series Data via Gaussian Processes. 71-80 - Xander Wilcke
Bottom-up Discovery of Context-aware Quality Constraints for Heterogeneous Knowledge Graphs. 81-92 - Zhijian Li, Yunling Zheng, Jack Xin, Guofa Zhou:
A Recurrent Neural Network and Differential Equation based Spatiotemporal Infectious Disease Model with Application to COVID-19. 93-103 - Benjamin Ertl, Jörg Meyer, Matthias Schneider, Achim Streit
CoExDBSCAN: Density-based Clustering with Constrained Expansion. 104-115 - Adelson de Araujo
Geographic Feature Engineering with Points-of-Interest from OpenStreetMap. 116-123 - Tilahun Yeshambel, Josiane Mothe, Yaregal Assabie
Amharic Document Representation for Adhoc Retrieval. 124-134 - Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu:
A Feature Space Transformation to Intrusion Detection Systems. 137-144 - Sara Abri, Rayan Abri, Salih Çetin:
Estimating Personalization using Topical User Profile. 145-152 - Xu Wang
Ontology-based Methods for Classifying Scientific Datasets into Research Domains: Much Harder than Expected. 153-160 - John Kalung Leung, Igor Griva, William G. Kennedy
Using Affective Features from Media Content Metadata for Better Movie Recommendations. 161-168 - Mohammed Alqahtani, Susan Gauch, Omar Salman, Mohammed Ibrahim
Diverse Group Formation based on Multiple Demographic Features. 169-178 - Ramazan Esmeli
Session Similarity based Approach for Alleviating Cold-start Session Problem in e-Commerce for Top-N Recommendations. 179-186 - Enes Burak Dündar, Osman Fatih Kiliç, Tolga Çekiç, Yusufcan Manav, Onur Deniz:
Large Scale Intent Detection in Turkish Short Sentences with Contextual Word Embeddings. 187-192 - Mariella Bonomo
Identifying the k Best Targets for an Advertisement Campaign via Online Social Networks. 193-201 - Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Hanifa Boucheneb, Roseli Suzi Wedemann:
FLE: A Fuzzy Logic Algorithm for Classification of Emotions in Literary Corpora. 202-209 - Asma Chader
Towards Strength-sensitive Social Profiling in Ego Networks. 210-217 - Iaakov Exman, Asaf Yosef, Omer Ganon:
Weak Ties Are Surprising Everywhere. 218-226 - Benedikt Heinrichs, Marius Politze
Moving towards a General Metadata Extraction Solution for Research Data with State-of-the-Art Methods. 227-234 - Changfeng Yu, Cheng Zhang, Jie Wang:
Extracting Body Text from Academic PDF Documents for Text Mining. 235-242 - Nancy Sawaya, Shady Elbassuoni, Fatima K. Abu Salem, Roaa Al Feel:
TAGWAR: An Annotated Corpus for Sequence Tagging of War Incidents. 243-250 - Kazuhito Tamura, Ikumi Suzuki, Kazuo Hara:
Target Evaluation for Neural Language Model using Japanese Case Frame. 251-258 - Julien Hay, Bich-Liên Doan, Fabrice Popineau, Ouassim Ait ElHara:
Filtering a Reference Corpus to Generalize Stylometric Representations. 259-268 - Georgios Koutroulis
Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. 269-276 - Stephen Bradshaw, Colm O'Riordan, Riad Cheikh:
Social Media as an Auxiliary News Source. 277-281 - Bruce X. B. Yu, Yan Liu, Keith C. C. Chan:
A Survey of Sensor Modalities for Human Activity Recognition. 282-294 - Rabaa Abdulrahman, Herna L. Viktor:
Personalised Recommendation Systems and the Impact of COVID-19: Perspectives, Opportunities and Challenges. 295-301 - Tiago Rodrigues, Hugo Silva, Ana Fred
R-peak Detector Benchmarking using FieldWiz Device and Physionet Databases. 302-309 - Cheng Zhang, Yicheng Sun, Hejia Chen
Generating Adequate Distractors for Multiple-Choice Questions. 310-315 - Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro
Unsupervised Descriptive Text Mining for Knowledge Graph Learning. 316-324 - Feng Wei, Uyen Trang Nguyen:
Stock Trend Prediction using Financial Market News and BERT. 325-332 - Ramazan Esmeli
Analysing the Effect of Platform and Operating System Features on Predicting Consumers' Purchase Intent using Machine Learning Algorithms. 333-340 - James Philips, Nasseh Tabrizi:
Historical Document Processing: A Survey of Techniques, Tools, and Trends. 341-349
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