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Learning, Applying, Multiplying Big Data Analytics

Deliverables

Education and RTD Needs

Based on the identified education resources at partner organizations and the needs of PUPIN staff and the stakeholders from Serbia and the Region, a detailed Education and RTD Plan will be delivered. The Plan will include a draft programme for the Belgrade BDA Schools in 2019 and 2020.

First Report on Communication activities and Dissemination Events

This deliverable will report on the participation in external events, and on the delivery of, and feedback from, project events in the both real-world and online.

Belgrade BDA School (Report 1)

This deliverable will report about an (3-5 days) event that will be organized on an international level aiming at students, graduate students, as well as academic and industrial practitioners and researchers starting or being active in the field of Big Data.

Dissemination and Communication Strategy and Preliminary Exploitation Plan

This deliverable focuses on communication and dissemination actions foreseen in LAMBDA.

Strategic Capacity Development Plan

This report will prepare a document named 'Twinning Strategy and Action Plan for 2018-2020' specific for the LAMBDA partner organizations and generic enough to be applied to other similar twinning actions.

Big Data Challenges and Analysis of Scientific and Technological Landscape

State-of-the-art survey about the most perspective technologies as well as development tendencies in Big Data and Analytics domain.

PUPIN peer-reviewed publications in Big Data Analytics domain

This deliverable is a one-page statement that PUPIN has declared the peer-reviewed publications in the Big Data and Analytics domain published by PUPIN staff in the last three years preceding the start date of LAMBDA.

External and intra-consortium e-collaboration tool v1.

For easier and more effective collaboration among consortium members (e.g facilitating joined paper and deliverable writing, version management, information sharing, stakeholders data-base management, etc) and with stakeholders, an e-collaboration tool will be established based on Drupal CMS. This deliverable reports about the current public contents and the structure of the document store.

The ‘Trainers’ Network’ Infrastructure

This deliverable will report about the adoptions implemented in SlideWiki in order to be used for conducting the mentoring and training activities in LAMBDA work plan.

Learning Material (Enterprise Knowledge Graphs)

LAMBDA training materials will include formal conceptual frameworks for designing and maintaining knowledge graphs; such as strategies for the semi-automatic construction of such graphs from the combination of proprietary enterprise data and relevant public domain knowledge; opportunities and implications in terms of performance and access control.

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Publications

COVID-19 and Company Knowledge Graphs: Assessing Golden Powers and Economic Impact of Selective Lockdown via AI Reasoning

Author(s): Bellomarini, Luigi; Benedetti, Marco; Gentili, Andrea; Laurendi, Rosario; Magnanimi, Davide; Muci, Antonio; Sallinger, Emanuel
Published in: Issue 1, 2020

Preface for the Knowledge Graph Buildingand Large Scale RDF Analytics Workshops

Author(s): Pieter Heyvaert, David Chaves-Fraga, Freddy Priyatna, Anastasia Dimou,Juan Sequeda, Hajira Jabeen, Damien Graux, Gezim Sejdiu, MohammedSaleem, and Jens Lehmann
Published in: Knowledge Graph Buildingand Large Scale RDF Analytics Workshops, ESWC 2019, Issue LNCS, volume 11503, 2019

Multilingual Ontology Merging Using Cross-lingual Matching

Author(s): Shimaa IbrahimShimaa IbrahimSaid FathallaSaid FathallaJens LehmannJens LehmannHajira JabeenHajira Jabeen
Published in: 2020

A Distributed Approach for Parsing Large-scale OWL Datasets

Author(s): Heba Mohamed, Said Fathalla, Jens Lehmann, Hajira Jabeen
Published in: Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2020, Page(s) 227-234
DOI: 10.5220/0010138602270234

Energy user benchmarking using clustering approach

Author(s): Dea Pujić, Marko Jelić, Marko Batić, Nikola Tomašević
Published in: Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020, 2020

SEO: A Scientific Events Data Model

Author(s): Said Fathalla, Sahar Vahdati, Christoph Lange, Sören Auer
Published in: ISWC 2019: The Semantic Web – ISWC 2019, Issue LNCS, volume 11779, 2019, Page(s) 79-95
DOI: 10.1007/978-3-030-30796-7_6

Comparison between different ML approaches for PV and STC production forecasting using real-world data

Author(s): Dea Pujić, Marko Jelić, Nikola Tomasević
Published in: Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020, 2020

Smart Energy Manager for Energy Efficient Buildings

Author(s): Lazar Berbakov, Marko Batic, Nikola Tomasevic
Published in: IEEE EUROCON 2019 -18th International Conference on Smart Technologies, 2019, Page(s) 1-4
DOI: 10.1109/eurocon.2019.8861616

RED: Redundancy-Driven Data Extraction from Result Pages?

Author(s): Jinsong Guo, Valter Crescenzi, Tim Furche, Giovanni Grasso, Georg Gottlob
Published in: The World Wide Web Conference on - WWW '19, 2019, Page(s) 605-615
DOI: 10.1145/3308558.3313529

Correlation between IoT sensor measurements and total electricity consumption in smart homes

Author(s): Marko Jelić, Dea Pujić, Marko Batić
Published in: Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020, 2020

Cross-administration comparative analysis of open fiscal data

Author(s): Fathoni A. Musyaffa, Jens Lehmann, Hajira Jabeen
Published in: Proceedings of the 13th International Conference on Theory and Practice of Electronic Governance, 2020, Page(s) 459-468
DOI: 10.1145/3428502.3428573

Big Data Analytics: Lectures from the LAMBDA Network

Author(s): Valentina Janev, Dejan Paunović, Damien Graux, Hajira Jabeen, Emanuel Sallinger, Sahar Vahdati
Published in: Proc of 10th eLearning Conference, Belgrade Metropolitan University, 2019, 2019

Big data and quality: A literature review

Author(s): Guma Abdulkhader Lakshen, Sanja Vranes, Valentina Janev
Published in: 2016 24th Telecommunications Forum (TELFOR), 2016, Page(s) 1-4
DOI: 10.1109/telfor.2016.7818902

Challenges in Quality Assessment of Arabic DBpedia

Author(s): Guma Abdulkhader Lakshen, Valentina Janev, Sanja Vraneš
Published in: Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics - WIMS '18, 2018, Page(s) 1-4
DOI: 10.1145/3227609.3227675

Smart Indoor Positioning System for Situation Awareness in Emergency Situations

Author(s): Lazar Berbakov, Bogdan Pavkovic, Sanja Vrane
Published in: 2015 26th International Workshop on Database and Expert Systems Applications (DEXA), 2015, Page(s) 139-143
DOI: 10.1109/DEXA.2015.44

Energy hub modelling and optimisation: an analytical case-study

Author(s): Giovanni Beccuti, Turhan Demiray, Marko Batic, Nikola Tomasevic, Sanja Vranes
Published in: 2015 IEEE Eindhoven PowerTech, 2015, Page(s) 1-6
DOI: 10.1109/PTC.2015.7232413

Linking Open Drug Data: Lessons Learned. In K. Saeed et al. (Eds.): CISIM 2019, LNCS 11703, pp. 1–12, 2019. Springer International Publishing. https://doi.org/10.1007/978-3-030-28957-7

Author(s): Guma Lakshen, Sanja Vraneš, Valentina Janev
Published in: Computer Information Systems and Industrial Management, 2019
DOI: 10.1007/978-3-030-28957-7

A State-of-the-Art Review on Big Data Technologies

Author(s): Dea Pujić, Marko Jelić, Dejan Paunović, Hajira Jabeen
Published in: International Conference on Information Society Technology,2019 Proceedings Vol.1, 2019, Page(s) 130-134

Quality Issues of Open Big Data Ecosystems: Toward Solution Development.

Author(s): Guma Lakshen, Sanja Vraneš, Valentina Janev
Published in: Proc. of 9th International Conference on Information Society Technology, Kopaonik, Serbia, March 10 – March 13, 2019, 2019, Page(s) 165-170

Linking Open Drug Data: the Arabic dataset. In Konjović, Z., Zdravković, M., Trajanović, M. (Eds.) .

Author(s): Guma Lakshen, Sanja Vraneš and Valentina Janev
Published in: Proc. of 9th International Conference on Information Society Technology, Kopaonik, Serbia, March 10 – March 13, 2019, 2019, Page(s) 165-170

Mobile application for energy management in smart buildings

Author(s): Lazar Berbakov, Marko Batid and Nikola Tomašević
Published in: Proc. of 9th International Conference on Information Society Technology (Vol. 2), Kopaonik, Serbia, March 10 – March 13, 2019, 2019, Page(s) 240-243

LAMBDA Learning and Consulting Platform,

Author(s): Valentina Janev, Dejan Paunović, Emanuel Sallinger, Damien Graux
Published in: Proc. of 11th Int. Conference on eLearning, 24 - 25 September 2020, Belgrade, Serbia, 2020

Electricity Balancing: Challenges and Perspectives

Author(s): Valentina Janev, Goran Jakupović
Published in: Proc. 28th Telecommunications forum TELFOR 2020, Belgrade, Serbia, 2020

Let the Margin SlidE ± for Knowledge Graph Embeddings via a Correntropy Objective Function

Author(s): Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Reza Izanloo, Hamed Shariat Yazdi, Jens Lehmann
Published in: 2020 International Joint Conference on Neural Networks (IJCNN), 2020, Page(s) 1-9
DOI: 10.1109/ijcnn48605.2020.9207513

DISE: A Distributed in-Memory SPARQL Processing Engine over Tensor Data

Author(s): Hajira Jabeen, Eskender Haziiev, Gezim Sejdiu, Jens Lehmann
Published in: 2020 IEEE 14th International Conference on Semantic Computing (ICSC), 2020, Page(s) 400-407
DOI: 10.1109/icsc.2020.00079

Ontology Enabled IoT System for Smart Buildings

Author(s): Dusan Popadić, Lazar Berbakov, Marko Jelić, Marko Batić
Published in: Proc. of 10th International Conference on Information Society Technology, Kopaonik, Serbia, March 8 – March 11, 2020., 2020

3D Learning and Reasoning in Link Prediction Over Knowledge Graphs

Author(s): Mojtaba Nayyeri, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati
Published in: IEEE Access, Issue 8, 2020, Page(s) 196459-196471, ISSN 2169-3536
DOI: 10.1109/access.2020.3034183

IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA

Author(s): Fathoni A. Musyaffa, Maria-Esther Vidal, Fabrizio Orlandi, Jens Lehmann, Hajira Jabeen
Published in: Expert Systems with Applications, Issue 147, 2020, Page(s) 113135, ISSN 0957-4174
DOI: 10.1016/j.eswa.2019.113135

On the Language of Nested Tuple Generating Dependencies

Author(s): Phokion G. Kolaitis, Reinhard Pichler, Emanuel Sallinger, Vadim Savenkov
Published in: ACM Transactions on Database Systems, Issue 45/2, 2020, Page(s) 1-59, ISSN 0362-5915
DOI: 10.1145/3369554

Exploratory spatio-temporal analysis of linked statistical data

Author(s): Vuk Mijović, Valentina Janev, Dejan Paunović, Sanja Vraneš
Published in: Web Semantics: Science, Services and Agents on the World Wide Web, Issue 41, 2016, Page(s) 1-8, ISSN 1570-8268
DOI: 10.1016/j.websem.2016.10.002

Using the Linked Data Approach in European e-Government Systems

Author(s): Valentina Janev, Vuk Mijović, Sanja Vraneš
Published in: International Journal on Semantic Web and Information Systems, Issue 14 10.4018/IJSWIS.2018 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSWIS.2018/2, 2018, Page(s) 27-46, ISSN 1552-6283
DOI: 10.4018/ijswis.2018040102

Combined energy hub optimisation and demand side management for buildings

Author(s): Marko Batić, Nikola Tomašević, Giovanni Beccuti, Turhan Demiray, Sanja Vraneš
Published in: Energy and Buildings, Issue 127, 2016, Page(s) 229-241, ISSN 0378-7788
DOI: 10.1016/j.enbuild.2016.05.087

Correlated EEG Signals Simulation Based on Artificial Neural Networks

Author(s): Nikola M. Tomasevic, Aleksandar M. Neskovic, Natasa J. Neskovic
Published in: International Journal of Neural Systems, Issue 27/05, 2017, Page(s) 1750008, ISSN 0129-0657
DOI: 10.1142/S0129065717500083

Ontology-based facility data model for energy management

Author(s): Nikola M. Tomašević, Marko Č. Batić, Luis M. Blanes, Marcus M. Keane, Sanja Vraneš
Published in: Advanced Engineering Informatics, Issue 29/4, 2015, Page(s) 971-984, ISSN 1474-0346
DOI: 10.1016/j.aei.2015.09.003

Emergency Management in Critical Infrastructures: A Complex-Event-Processing Paradigm

Author(s): Vuk Mijović, Nikola Tomašević, Valentina Janev, Mladen Stanojević, Sanja Vraneš
Published in: Journal of Systems Science and Systems Engineering, Issue 28/1, 2019, Page(s) 37-62, ISSN 1004-3756
DOI: 10.1007/s11518-018-5393-5

An overview and comparison of supervised data mining techniques for student exam performance prediction

Author(s): Nikola Tomasevic; Nikola Gvozdenovic; Sanja Vranes
Published in: Computers and Education, Issue 143, 2020, ISSN 0360-1315
DOI: 10.1016/j.compedu.2019.103676

Knowledge Graphs and Big Data Processing

Author(s): Janev, V., Graux, D., Jabeen, H., Sallinger, E., Vahdati, S., Pujić, D., Jelić, M., Tomašević, T., Batić, M., Vidal, M., Bellomarini, L., Endris, K., Sejdiu, G., Tasnim, M., Collarana, D.
Published in: 2020
DOI: 10.1007/978-3-030-53199-7

Citizen-Centric Linked Data Apps for Emergency Response Systems

Author(s): Valentina Janev, Marko Dabović, Sanja Vraneš
Published in: Aviation and Airport Security: Management, Improvement Strategies and Future Challenges, 2017, Page(s) 95-118

Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)

Author(s): Fahad Maqbool, Saad Razzaq, Jens Lehmann, Hajira Jabeen
Published in: Intelligent Computing Theories and Application - 15th International Conference, ICIC 2019, Nanchang, China, August 3–6, 2019, Proceedings, Part I, Issue 11643, 2019, Page(s) 424-435
DOI: 10.1007/978-3-030-26763-6_41

Reasoning Under Uncertainty in Knowledge Graphs

Author(s): Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger, Evgeny Sherkhonov
Published in: Rules and Reasoning - 4th International Joint Conference, RuleML+RR 2020, Oslo, Norway, June 29 – July 1, 2020, Proceedings, Issue 12173, 2020, Page(s) 131-139
DOI: 10.1007/978-3-030-57977-7_9

Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them

Author(s): Mojtaba Nayyeri, Chengjin Xu, Sahar Vahdati, Nadezhda Vassilyeva, Emanuel Sallinger, Hamed Shariat Yazdi, Jens Lehmann
Published in: The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2–6, 2020, Proceedings, Part I, Issue 12506, 2020, Page(s) 438-455
DOI: 10.1007/978-3-030-62419-4_25

Embedding-Based Recommendations on Scholarly Knowledge Graphs

Author(s): Mojtaba Nayyeri, Sahar Vahdati, Xiaotian Zhou, Hamed Shariat Yazdi, Jens Lehmann
Published in: The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31–June 4, 2020, Proceedings, Issue 12123, 2020, Page(s) 255-270
DOI: 10.1007/978-3-030-49461-2_15

Open Data: Challenges and Opportunities for Serbia

Author(s): Valentina Janev
Published in: Serbia: Current Political, Economic and Social Issues and Challenges, 2019

Implementation of Gender Equality Policies in Research and Development Organizations: Case Study from Serbia. In D. Vujadinović i Z. Antonijević (Eds.)

Author(s): Valentina Janev, Sanja Vraneš
Published in: Gender Equality in Academia: Concepts, Practices and Challenges, 2019

Improving Access to Science for Social Good

Author(s): Mehdi Ali, Sahar Vahdati, Shruti Singh, Sourish Dasgupta, Jens Lehmann
Published in: Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I, Issue 1167, 2020, Page(s) 658-673
DOI: 10.1007/978-3-030-43823-4_52

EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts

Author(s): Hajira Jabeen, Nargis Tahara, Jens Lehmann
Published in: Computational Intelligence in Music, Sound, Art and Design - 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings, Issue 11453, 2019, Page(s) 156-172
DOI: 10.1007/978-3-030-16667-0_11