Johannes Zenkert | Publications
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Visualisierung des Kompetenzmanagements in der Pflege durch einen Wissensgraph. Poster des KOPEMA Projekts.
Köln. 2024
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Qualitätssichere Versorgung in der ambulanten Pflege. Resultate aus der Praxis und Implikationen. QVIDAP-Abschlussbericht.
Köln. 2024
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Qualitätssichere Versorgung in der ambulanten Pflege. Resultate aus der Praxis und Implikationen. Poster zum QVIDAP-Abschlussbericht.
Köln. 2024
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Taxonomy Mining from a Smart City CMS using the Multidimensional Knowledge Representation Approach
2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC), 2024, pp. 257-261
[Link][BibTex]
@inproceedings{zenkert2024taxonomy, title={Taxonomy Mining from a Smart City CMS using the Multidimensional Knowledge Representation Approach}, author={Zenkert, Johannes and Fathi, Madjid}, booktitle={2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)}, pages={0257--0261}, year={2024}, organization={IEEE} }
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Practice-Oriented Approaches for Information and Metadata Management in a Content Management System-Learnings from the Smart City Project LOKAL-digital
2023 International Conference on Electrical, Computer and Energy Technologies (ICECET), 2023, pp. 1-6
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@inproceedings{zenkert2023practice, title={Practice-Oriented Approaches for Information and Metadata Management in a Content Management System-Learnings from the Smart City Project LOKAL-digital}, author={Zenkert, Johannes and Fathi, Madjid}, booktitle={2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)}, pages={1--6}, year={2023}, organization={IEEE} }
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KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations
LWDA 2023, CEUR-Workshop-Proceedings, Marburg, Germany
[Link][BibTex]
@article{nadeem2023kirett, title={KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations}, author={Nadeem, Mubaris and Zenkert, Johannes and Bender, Lisa and Weber, Christian and Fathi, Madjid}, booktitle={LWDA 2023, CEUR-Workshop-Proceedings, Marburg, Germany}, year={2023} }
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An Overview of the Learning Capability and Adaptability of a Digital Consulting Assistant in WordPress CMS for the Smart City Domain
2023 IEEE International Smart Cities Conference (ISC2), 2023, pp. 1-5
[Link][BibTex]
@INPROCEEDINGS{10293699, author={Zenkert, Johannes and Fathi, Madjid}, booktitle={2023 IEEE International Smart Cities Conference (ISC2)}, title={An Overview of the Learning Capability and Adaptability of a Digital Consulting Assistant in WordPress CMS for the Smart City Domain}, year={2023}, volume={}, number={}, pages={1-5}, doi={10.1109/ISC257844.2023.10293699}}
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Supporting Remote Students Through Utilizing Web-Based Exercise-Templates and a Mobile Learning Chatbot for Creating and Interacting with Learning Materials
In: Viberg, O., Jivet, I., Muñoz-Merino, P., Perifanou, M., Papathoma, T. (eds) Responsive and Sustainable Educational Futures. EC-TEL 2023. Lecture Notes in Computer Science, vol 14200. Springer, Cham.
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@InProceedings{10.1007/978-3-031-42682-7_59, author="Abu-Rasheed, Hasan and Efthymiou, Yannis and Fathi, Madjid and Ghadamighalandari, Parvin and Medina, Juli{\'a}n L{\'o}pez and Garc{\'i}a, Covadonga Ordo{\~{n}}ez and Tsardanidis, Gregory and Zenkert, Johannes and Zgeras, Giannis", editor="Viberg, Olga and Jivet, Ioana and Mu{\~{n}}oz-Merino, Pedro J. and Perifanou, Maria and Papathoma, Tina", title="Supporting Remote Students Through Utilizing Web-Based Exercise-Templates and a Mobile Learning Chatbot for Creating and Interacting with Learning Materials", booktitle="Responsive and Sustainable Educational Futures", year="2023", publisher="Springer Nature Switzerland", address="Cham", pages="668--673", abstract="During COVID-19 pandemic, and in the post-pandemic era, the dependency on digital learning tools and integrating them into regular teaching practices revealed several challenges and requirements from those tools. Such tools are needed to accommodate existing learning materials that teachers use, and deliver them to students who are learning remotely. In this paper, we demonstrate a mobile learning approach for supporting remote students and teachers. Our proposed approach utilizes a pedagogically informed design of exercise templates to construct learning materials as stand-alone exercises. A web application is designed to enable teachers of creating those exercises. On the learner's side, a Chatbot-based mobile application is developed to ensure an easy and understandable interaction with the system for young students. Students could engage in a conversation with the Chatbot, solve exercises and get predefined teacher feedback on their solutions, all without a direct contact with the teacher who created those exercises. We implement our system and test it in three European contexts, in Spain, Greece and Germany. Our evaluation reveals high acceptance of the system's ability to integrate existing materials to offer them to remote students; high student engagement with the learning Chatbot; and several lessons-learned from the user interaction with the system.", isbn="978-3-031-42682-7" }
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Smart UX-design for Rescue Operations Wearable - A Knowledge Graph Informed Visualization Approach for Information Retrieval in Emergency Situations
2023 IEEE International Conference on Electro Information Technology (eIT), 2023, pp. 180-185
[Link][BibTex]
@INPROCEEDINGS{10187320, author={Nadeem, Mubaris and Zenkert, Johannes and Weber, Christian and Fathi, Madjid and Hamza, Muhammad}, booktitle={2023 IEEE International Conference on Electro Information Technology (eIT)}, title={Smart UX-design for Rescue Operations Wearable - A Knowledge Graph Informed Visualization Approach for Information Retrieval in Emergency Situations}, year={2023}, volume={}, number={}, pages={180-185}, doi={10.1109/eIT57321.2023.10187320}}
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Qualität in der stationären Langzeitpflege - mehr als die Summe ihrer Teile
Pflegewissenschaft (ISSN 1422-8629), 1, 46-56, 2023
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Multidimensional Knowledge Representation through Integrative Text Mining - A knowledge base framework for extracted information from text
Dissertation, Universität Siegen, 2022.
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KIRETT - A wearable device to support rescue operations using artificial intelligence to improve first aid
2022 IEEE International Smart Cities Conference (ISC2), 2022, pp. 1-4
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@INPROCEEDINGS{9922361, author={Zenkert, Johannes and Weber, Christian and Nadeem, Mubaris and Bender, Lisa and Fathi, Madjid and Ahammed, Abu Shad and Ezekiel, Aniebiet Micheal and Obermaisser, Roman and Bradford, Maximilian}, booktitle={2022 IEEE International Smart Cities Conference (ISC2)}, title={KIRETT - A wearable device to support rescue operations using artificial intelligence to improve first aid}, year={2022}, volume={}, number={}, pages={1-4}, doi={10.1109/ISC255366.2022.9922361}}
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LOKAL-digital - Smart Knowledge Management for Housing, Care and Health
2022 IEEE International Smart Cities Conference (ISC2), 2022, pp. 1-4
[Link][BibTex]
@INPROCEEDINGS{9921847, author={Zenkert, Johannes and Karl, Daniel and Dornhöfer, Mareike and Fathi, Madjid and Becker, Christine}, booktitle={2022 IEEE International Smart Cities Conference (ISC2)}, title={LOKAL-digital - Smart Knowledge Management for Housing, Care and Health}, year={2022}, volume={}, number={}, pages={1-4}, doi={10.1109/ISC255366.2022.9921847}}
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Society 5.0 illustrated by the example of Computer Aided Journalism
2022 IEEE International Conference on Electro Information Technology (eIT), 19-21 May 2022, pp. 504-506
[Link][BibTex]
@INPROCEEDINGS{9813920, author={Klahold, André and Fathi, Madjid and Zenkert, Johannes}, booktitle={2022 IEEE International Conference on Electro Information Technology (eIT)}, title={Society 5.0 illustrated by the example of Computer Aided Journalism}, year={2022}, volume={}, number={}, pages={504-506}, doi={10.1109/eIT53891.2022.9813920}}
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Transferrable Framework Based on Knowledge Graphs for Generating Explainable Results in Domain-Specific, Intelligent Information Retrieval
Informatics 2022, 9(1), 6, MDPI
[Link][BibTex]
@Article{informatics9010006, AUTHOR = {Abu-Rasheed, Hasan and Weber, Christian and Zenkert, Johannes and Dornhöfer, Mareike and Fathi, Madjid}, TITLE = {Transferrable Framework Based on Knowledge Graphs for Generating Explainable Results in Domain-Specific, Intelligent Information Retrieval}, JOURNAL = {Informatics}, VOLUME = {9}, YEAR = {2022}, NUMBER = {1}, ARTICLE-NUMBER = {6}, URL = {https://www.mdpi.com/2227-9709/9/1/6}, ISSN = {2227-9709}, DOI = {10.3390/informatics9010006} }
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Qualitätssichere Versorgung in der ambulanten Pflege. Methodisches Vorgehen und Effekte. Auswertungen am Beispiel von Mobilität. QVIDAP-Zwischenbericht.
Köln. Dezember 2021
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Current State and Latest Trends in Blockchain Technology and its Usage and the Effects on Business Use Cases
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Page(s): 3311-3316
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IdentiBug: Model-Driven Visualization of Bug Reports by Extracting Class Diagram Excerpts
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Page(s): 3317-3323
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Knowledge Integration in Smart Factories
Encyclopedia, 1(3), 792-811, 2021
[Link][BibTex]
@article{zenkert2021knowledge, title={Knowledge Integration in Smart Factories}, author={Zenkert, Johannes and Weber, Christian and Dornh{\"o}fer, Mareike and Abu-Rasheed, Hasan and Fathi, Madjid}, journal={Encyclopedia}, volume={1}, number={3}, pages={792--811}, year={2021}, publisher={Multidisciplinary Digital Publishing Institute} }
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Explainable Graph-based Search for Lessons-Learned Documents in the Semiconductor Industry
In Computing Conference 2021, 15-16 July 2021 | London, UK
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Aktualität der Schmerzeinschätzung: Auswertungen und Implikationen.
inQS Faktenblatt (3), Köln 2020.
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Simulation of Smart Factory Processes Applying Multi-Agent-Systems—A Knowledge Management Perspective.
J. Manuf. Mater. Process. 2020, 4, 89. DOI: https://doi.org/10.3390/jmmp4030089
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@article{dornhofer2020simulation, title={Simulation of Smart Factory Processes Applying Multi-Agent-Systems—A Knowledge Management Perspective}, author={Dornh{\"o}fer, Mareike and Sack, Simon and Zenkert, Johannes and Fathi, Madjid}, journal={Journal of Manufacturing and Materials Processing}, volume={4}, number={3}, pages={89}, year={2020}, publisher={Multidisciplinary Digital Publishing Institute} }
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Erhaltene Selbständigkeit bei der Gestaltung des Alltagslebens und sozialer Kontakte. Auswertungen und Implikationen.
inQS Faktenblatt (2), Köln 2020.
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Dekubitusentstehung: Auswertungen und Implikationen.
inQS Faktenblatt (1), Köln 2020.
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Mobile Endgeräte und Applikationen in der Pflege - Wie Digitalisierung den Pflegealltag verändert
In: In: berufsbildung, Zeitschrift für Theorie-Praxis-Dialog, Ausgabe: Care Work 2.0, Heft 181, S. 28-30, Februar 2020
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A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned during the Microchip Design
In Intelligent Systems Conference (IntelliSys 2020), Amsterdam, The Netherlands. 3-4 September 2020.
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Enhancing Design-relevant Document Search and Visibility through Fusion of Multi-sourced Data in Knowledge Graphs
In 20th European Advanced Process Control and Manufacturing (APC|M) Conference, Toulon, France, March 30 – April 1, 2020 (submitted, conference shifted to 2021).
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Mehrdimensionales Wissensmanagement zur nachhaltigen Entscheidungsunterstützung
in: Controlling, Jahrgang 32, Heft 1, Seite 12-19, 2020
[Link] [Scholar][BibTex]
@article{fathi2020mehrdimensionales, title={Mehrdimensionales Wissensmanagement zur nachhaltigen Entscheidungsunterst{\"u}tzung}, author={Fathi, Madjid and Dornh{\"o}fer, Mareike and Zenkert, Johannes}, journal={Controlling}, volume={32}, number={1}, pages={12--19}, year={2020}, publisher={Verlag Franz Vahlen} }
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Conversational Chatbot System for Student Support in Administrative Exam Information
In 12th annual International Conference of Education, Research and Innovation (iCERi2019), Seville (Spain). 11th - 13th of November, 2019.
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ICDOI - The use of "Knowledge Discovery from Text" to analyze the inner-city distribution of interests over time
In 5th IEEE International Smart Cities Conference (ISC2), Morocco, October 14-17 2019
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A data-driven Smart City Transformation Model utilizing the Green Knowledge Management Cube
In 5th IEEE International Smart Cities Conference (ISC2), Morocco, October 14-17 2019
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@inproceedings{dornhofer2019data, title={A data-driven Smart City Transformation Model utilizing the Green Knowledge Management Cube}, author={Dornh{\"o}fer, Mareike and Weber, Christian and Zenkert, Johannes and Fathi, Madjid}, booktitle={2019 IEEE International Smart Cities Conference (ISC2)}, pages={691--696}, year={2019}, organization={IEEE} }
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Optimized Automotive Fault-Diagnosis based on Knowledge Extraction from Web Resources
In 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), September 2019, Accepted Version
[Link] [Scholar][BibTex]
@inproceedings{meckel2019optimized, title={Optimized Automotive Fault-Diagnosis based on Knowledge Extraction from Web Resources}, author={Meckel, Simon and Zenkert, Johannes and Weber, Christian and Obermaisser, Roman and Fathi, Madjid and Sadat, Rubaiyat}, booktitle={2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, pages={1261--1264}, year={2019}, organization={IEEE} }
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Integration of Augmented Reality in Language Learning through the Concept of Imitating Mental Ability of Word Association (CIMAWA)
In proceedings of the 3rd Annual Learning and Student Analytics Conference, Loria, France, 2019.
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Language Learning Tool Based On Augmented Reality And The Concept For Imitating Mental Ability Of Word Association (CIMAWA)
Edulearn, Spain, July, 2019.
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Mobile Endgeräte, Digitale Assistenten, Roboter & Co. - Wie Informations- und Kommunikationstechnologien den Pflegealltag verändern werden
In: Hochschultage Berufliche Bildung 2019, Workshop 07 Care Work 4.0: Digitalisierung in personenbezogenen Dienstleistungen, Präsentation, 2019
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Sentilyzer: Aspect-Oriented Sentiment Analysis of Product Reviews
2018 International Conference on Computational Science and Computational Intelligence (CSCI), USA, December, 2018, https://doi.org/10.1109/CSCI46756.2018.00059, Accepted Version
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Tablet-basiertes Wissens- und Ausbildungssystem zur Unterstützung von Menschen mit Demenz und deren Angehörige
In: Abstracts des gemeinsamen Jahreskongresses der DGGG und DGG, 6.-8. September 2018, Vielfalt des Alterns: biomedizinsche und psychosoziale Herausforderungen, Zeitschrift für Gerontologie und Geriatrie, Band 51, Supplement 1, S. 68, Springer Medizin, https://doi.org/10.1007/s00391-018-1435-3, September 2018
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Knowledge-based Production Documentation Analysis: An Integrated Text Mining Architecture
2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS), Windsor, Canada, August 2018, https://doi.org/10.1109/MWSCAS.2018.8623836, Accepted Version
[Link] [Scholar][BibTex]
@inproceedings{zenkert2018knowledge, title={Knowledge-based production documentation analysis: An integrated text mining architecture}, author={Zenkert, Johannes and Weber, Christian and Klahold, Andre and Fathi, Madjid and Hahn, Kai}, booktitle={2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS)}, pages={717--720}, year={2018}, organization={IEEE} }
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Teacher, Student and Domain Based Educational Recommender System for Assessing Student's Preferences on Multiple Recommendation Sources
In proceedings of the 2nd Annual Learning & Student Analytics Conference, Amsterdam, 2018
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Competence Oriented Multilingual Adaptive Language Assessment And Training System (COMALAT)
EDULEARN18 proceedings, 10.21125/edulearn.2018.0703, Palmas, Spain, 2-4 July, 2018
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What to learn next: Incorporating student, teacher and domain preferences for a comparative educational recommender system
EDULEARN18 proceedings, 10.21125/edulearn.2018.1610, Palmas, Spain, 2-4 July, 2018
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Towards Extractive Text Summarization Using Multidimensional Knowledge Representation
2018 IEEE International Conference on Electro/Information Technology (EIT), Rochester, USA, May, 2018. Accepted Version
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@inproceedings{zenkert2018towards, title={Towards extractive text summarization using multidimensional knowledge representation}, author={Zenkert, Johannes and Klahold, Andr{\'e} and Fathi, Madjid}, booktitle={2018 IEEE International Conference on Electro/Information Technology (EIT)}, pages={0826--0831}, year={2018}, organization={IEEE} }
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Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset
2018 IEEE Industrial Cyber-Physical Systems (ICPS), Saint Petersburg, Russia, May, 2018. Accepted Version
[Link] [Scholar][BibTex]
@inproceedings{zenkert2018big, title={Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset}, author={Zenkert, Johannes and Dornhofer, Mareike and Weber, Christian and Ngoukam, Charly and Fathi, Madjid}, booktitle={2018 IEEE Industrial Cyber-Physical Systems (ICPS)}, pages={363--368}, year={2018}, organization={IEEE} }
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Knowledge discovery in multidimensional knowledge representation framework: An integrative approach for the visualization of text analytics results
Iran Journal of Computer Science, Volume 1, Issue 4, pp. 199–216, Springer, 2018. Accepted Version
[Link] [Scholar][BibTex]
@article{zenkert2018knowledge, title={Knowledge discovery in multidimensional knowledge representation framework}, author={Zenkert, Johannes and Klahold, Andr{\'e} and Fathi, Madjid}, journal={Iran Journal of Computer Science}, volume={1}, number={4}, pages={199--216}, year={2018}, publisher={Springer} }
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The COMALAT Approach to Individualized E-Learning in Job-Specific Language Competences
In: Digital Marketplaces Unleashed (pp. 137-148). Springer, Berlin, Heidelberg, 2018.
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Computer Aided Writing — A Prototype of an Intelligent Word Processing System
2017 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, USA, December, 2017, pp. 234-239. Accepted Version
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Improving CBR adaptation for recommendation of associated references in a knowledge-based learning assistant system
Journal of Neurocomputing, 250, pp. 5-17, 2017
DOI: 10.1016/j.neucom.2016.10.078
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@article{nasiri2017improving, title={Improving CBR adaptation for recommendation of associated references in a knowledge-based learning assistant system}, author={Nasiri, Sara and Zenkert, Johannes and Fathi, Madjid}, journal={Neurocomputing}, volume={250}, pages={5--17}, year={2017}, publisher={Elsevier} }
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Discovering contextual knowledge with associated information in dimensional structured knowledge bases
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary, 2016,
DOI: 10.1109/SMC.2016.7844520 Accepted Version
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@inproceedings{zenkert2016discovering, title={Discovering contextual knowledge with associated information in dimensional structured knowledge bases}, author={Zenkert, Johannes and Holland, Alexander and Fathi, Madjid}, booktitle={2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)}, pages={001923--001928}, year={2016}, organization={IEEE} }
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Multidimensional knowledge representation of text analytics results in knowledge bases
2016 IEEE International Conference on Electro Information Technology (EIT), Grand Forks, ND, USA, 2016, pp. 0541-0546
doi: 10.1109/EIT.2016.7535297 Accepted Version
[Link] [Scholar][BibTex]
@inproceedings{zenkert2016multidimensional, title={Multidimensional knowledge representation of text analytics results in knowledge bases}, author={Zenkert, Johannes and Fathi, Madjid}, booktitle={2016 IEEE International Conference on Electro Information Technology (EIT)}, pages={0541--0546}, year={2016}, organization={IEEE} }
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Knowledge discovery from social media using big data-provided sentiment analysis (SoMABiT)
Journal of Information Science, 2015, Vol. 41(6) 779–798, DOI: 10.1177/0165551515602846
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A Medical Case-based Reasoning Approach using Image Classification and Text Information for Recommendation
Springer I. Rojas et al. (Eds.): IWANN 2015, Part II, Lecture Notes on Computer Science (LNCS 9095), pp. 43-55, (2015)
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@inproceedings{nasiri2015medical, title={A medical case-based reasoning approach using image classification and text information for recommendation}, author={Nasiri, Sara and Zenkert, Johannes and Fathi, Madjid}, booktitle={International Work-Conference on Artificial Neural Networks}, pages={43--55}, year={2015}, organization={Springer} }
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Sentiment analysis in financial markets A framework to utilize the human ability of word association for analyzing stock market news reports
2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), San Diego, CA, USA, October 2014, https://doi.org/10.1109/SMC.2014.6974028, Accepted Version
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