Lebenslauf und Publikationen Dr. Mehwish Alam

Lebenslauf

Dr. Mehwish Alam is a Post-Doctoral Researcher/Senior Researcher at FIZ Karlsruhe – Leibniz Institute for Information Infrastructure and Karlsruhe Institute of Technology (KIT), Institute of Applied Informatics and Formal Description Methods (AIFB) with Prof. Dr. Harald Sack. Before that she has conducted her Post-Doctoral Research at Laboratoire d’Informatique de Paris-Nord (LIPN), Paris, France (2016-2017) and Consiglio Nazionale delle Ricerche (CNR), Rome, Italy (2017-2019) with Prof. Dr. Aldo Gangemi . The focus of her research is to apply or develop Data Mining, Machine Learning/Deep Learning techniques for Semantic Web and Text Processing. Before her Post-Doc, she was PhD student in the field of Computer Science (2011-2015) in LORIA, INRIA, Nancy Grand-Est, France. Her PhD thesis was supervised by Dr. Amedeo Napoli and Dr. Malika-Smail Tabbone. She completed her prestigious Erasmus Mundus Research Masters in Language Communication and Technology in the discipline of Natural Language Processing. She completed her Masters in collaboration with University of Groningen, Groningen, the Netherlands and University of Nancy 2, Nancy, France.

Publications (Selected)

Complete List of Publications

Dr. Mehwish Alam @ Google Scholar
Dr. Mehwish Alam @ DBLP

Journal Articles

2022

Ludwig K. , Grote A., Iana A., Alam M., Paulheim H., Sack H., Weinhardt  C. and Müller  P.: Divided by the Algorithm? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization. Social Science Computer Review. 2022.

Biswas R, Sack H, Alam M, MADLINK: Attentive Multihop and Entity Descriptions for Link Prediction in Knowledge Graphs (Accepted), Semantic Web Journal [local copy (PDF)].

Chen Y., Sack H., Alam M., Analyzing Social Media for Measuring Public Attitudes towards Controversies and their Driving Factors - A Case Study of Migration, Social Network Analysis, and Mining Journal (Accepted), 2022 [local copy (PDF)].

Santini C., Gesese G. A., Peroni S., Gangemi A., Sack H., Alam M., A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals, Scientometrics Journal (Accepted). Preprint: https://arxiv.org/pdf/2201.09555.pdf

Iana A, Alam M, Paulheim H. A Survey on Knowledge-Aware News Recommender Systems (Accepted). Semantic Web Journal. Link to preprint: http://www.semantic-web-journal.net/system/files/swj2991.pdf

2021

Alam M, Gangemi A, Pressutti V, Recupero DR: Semantic Role Labeling for Knowledge Graph Extraction from Text, Progress in Artificial Intelligence, 2021

GA Gesese, R Biswas, M Alam, H Sack: A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literally? , Semantic Web Journal, 12(4), 2021, pp. 617-647. DOI: 10.3233/SW-200404 [local copy (PDF)].

2019

Reforgiato Recupero, D, Alam, M, Buscaldi, D, Grezka, A, and Tavazoee, F: Frame-Based Detection of Figurative Language in Tweets, IEEE Computational Intelligence Magazine 2019.

2018

Alam M, Buzmakov A, Napoli A: Exploratory knowledge discovery over Web of Data, In Discrete Applied Mathematics 249 (2018) 2–17. DOI: 10.1016/j.dam.2018.03.041 , [local copy (PDF)]

2017

Alam M, Reforgiato Recupero D, Mongiovi M, Gangemi A, Ristoski P: Event-based knowledge reconciliation using frame embeddings and frame similarity, In Knowledge-Based Systems 135 (2017) 192-203. DOI: 10.1016/j.knosys.2017.08.014, [local copy (PDF)]

Conference/Workshop Papers (Selected)

2022

G. A. Gesese, H.Sack, M. Alam: RAILD: Towards Leveraging Relation Features for Inductive Link Prediction. In Proc. International Joint Conference on Knowledge Graphs 2022 (IJCKG 2022), in cooperation with the 21. International Semantic Web Conference (ISWC 2022)  [local copy (PDF)].

R. Biswas; Y. Chen; H. Paulheim; H. Sack, M. Alam: It's All in the Name: Entity Typing Using Multilingual Language Models In The Semantic Web: ESWC 2022 Satellite Events(ESWC 2022), Poster & Demo Track, Lecture Notes in Computer Science, vol 13384. Springer, Cham., pp. 36--41. https://doi.org/10.1007/978-3-031-11609-4_7 [local copy (PDF)]

R. Biswas, J. Portisch, H. Paulheim, H. Sack, M. Alam: Entity Type Prediction Leveraging Graph Walks and Entity Description In The 21st International Semantic Web Conference (ISWC 2022), (to be published) [arXiv copy (PDF), local copy (PDF)]

Ottolina G, Palmonari M, Vimercati M, Alam M, On the Impact of Temporal Representations on Metaphor Detection, 13th International Conference on Language Resources and Evaluation Conference (LREC 2022)

Alam M, Iana A, Grote A, Ludwig K, Mueller P, Paulheim H, Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection, In Beyond Facts: 2nd International Workshop on Knowledge Graphs for Online Discourse Analysis co-located with the Web Conference. Preprint: https://arxiv.org/pdf/2203.05824.pdf

Ludwig K, Grote A, Iana, M Alam, H Paulheim, H Sack, C Weinhardt, P Müller: Recommended polarization? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization. International Communication Association Conference, 2022.

Alam M, Dimou A, Summary of Workshops and Tutorials at European Semantic Web Conference 2022. ESWC (Satellite Events) 2022

2021

GA Gesese, M. Alam, H. Sack:  LiterallyWikidata - A Benchmark for Knowledge Graph Completion using Literals , In: Proceedings of the ISWC 2021 Resource Track, co-located with the 20th International Semantic Web Conference ( ISWC 2021 ) ) Lecture Notes in Computer Science, vol 12922. Springer, Cham, pp 511-527. https://doi.org/10.1007/978-3-030-88361-4_30  [local copy (PDF)]

Biswas R, Sofronova R, Sack H, Alam M. Cat2Type: Wikipedia Category Embeddings for Entity Typing in Knowledge Graphs . In The 11th International Conference on Knowledge Capture ( K-CAP 2021 ), Association for Computing Machinery, New York, NY, USA, pp.81-88.  https://doi.org/10.1145/3460210.3493575 [local copy (PDF)]

R Petzold, GA Gesese, V Bogdanova, T Zylowski, H Sack, M Alam:  Challenges of Applying Knowledge Graph and their Embeddings to a Real-world Use-case, In: Proc. of DL4KG workshop , co-located with the 20th International Semantic Web Conference (ISWC 2021)

Biswas R, Sofronova R, Alam M, Sack H. Contextual Language Models for Knowledge Graph Completion. In Machine Learning with Symbolic Methods and Knowledge Graphs workshop co-located with ECML PKDD 2021 ( ECML PKDD 2021 ), CEUR workshop proceedings, vol. 2997,  CEUR-WS.org , online at  http://ceur-ws.org/Vol-2997/paper3.pdf [local copy (PDF)]

Chen Y, Gesese GA, Sack H, Alam M:  Temporal Evolution of the Migration-related Topics on Social Media , In: Processings of the ISWC 2021 Posters and Demos Track, co-located with the 20th International Semantic Web Conference ( ISWC 2021 ), CEUR Workshop Proceedings, vol. 2980, CEUR-WS.org [local copy (PDF), citation (bibtex)]

Alam M, Birkholz H, Dessi D, Eberl C, Fliegl H, Gumbsch P, von Hartrott P, Mädler L, Niebel M, Sack H, Thomas A: Ontology Modeling for Materials Science experiments. In proc. of the 16th International Conference on Semantic Systems ( SEMANTiCS 2021 EU ), P&D. CEUR workshop proceedings, vol. 2941, CEUR-WS.org, online at http://ceur-ws.org/Vol-2941/ . [local copy (PDF)]. 

Biswas R, Sofronova R, Alam M, Heist N, Paulheim H, Sack H. Do judge an entity by its name! Entity Typing using Language Models. In: The Semantic Web: ESWC 2021 Satellite Events( ESWC 2021 ), Poster & Demo Track, pp. 65-70 DOI: 10.1007/978-3-030-80418-3_12 [local copy (PDF), Video, Website].

Alam M, Biswas R, Chen Y, Dessì D, Gesese GA, Hoppe F, Sack H. 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 Conf 2021 , Companion Proceedings of the Web Conference 2021 (pp. 436-440), online at https:/ /dl.acm.org/doi/10.1145/3442442.3451365 . [local copy (PDF)]

2020

Alam M, Groth P, Hitzler P, Paulheim H, Sack H, Tresp V: CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications. Workshop Summary of the Workshop on Combining Symbolic and Sub-symbolic methods and their Applications ( CSSA-2020 ), collocated with 29th ACM International Conference on Information and Knowledge Management ( CIKM 2020 ), Ireland, October 19-23, pp. 3523-3524 , DOI: https://dl.acm.org/doi/pdf/10.1145/3340531.3414072

Alam M, Kaschura M, Sack H: Apollo: Twitter Stream Analyzer of Trending Hashtags: A case-study of #COVID-19 , In: Proceedings of the ISWC 2020 Posters and Demos Track, co-located with 19th International Semantic Web Conference ( ISWC 2020 ), CEUR workshop proceedings, Volume 2721, 64-69, CEUR-WS.org, online at http://ceur-ws.org/Vol-2721/paper507.pdf

M. Alam, GA Gesese, Z. Rezaie, H. Sack:  MigrAnalytics: Entity-based Analytics of Migration Tweets , In: Proceedings of the ISWC 2020 Posters and Demos Track, co-located with 19th International Semantic Web Conference ( ISWC 2020 ) ), CEUR workshop proceedings, Volume 2721, 74-79, CEUR-WS.org, online at http://ceur-ws.org/Vol-2721/paper514.pdf

Gesese GA, Hoppe F, Alam M, Sack H: Gesese GA, Hoppe F, Alam M, Sack H:  Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments , In: Proceedings of the ISWC 2020 Posters and Demos Track, co-located with 19th International Semantic Web Conference ( ISWC 2020 ) ), CEUR workshop proceedings, Volume 2721, 84-89, CEUR-WS.org, online at http://ceur-ws.org/Vol-2721/ paper521.pdf

Türker R, Zhang L, Alam M, Sack H: Weakly Supervised Short Text Categorization Using World Knowledge . In Proceedings of the 19th International Semantic Web Conference ( ISWC 2020 ), Research Track, pp. 584-600. DOI: https://doi.org/10.1007/978-3-030-62419-4_339 [local copy (PDF)]

Alam M, Bie Q, Türker R, Sack H: Entity-based Short Text Classification using Convolutional Neural Networks , In: Proceedings of the 22nd International Conference on Knowledge Engineering and Knowledge Management ( EKAW 2020 ) , Lecture Notes in Computer Science LNCS Vol. 12378, pp. 136-146. DOI: 10.1007/978-3-030-61244-3_9 [local copy (PDF)].

R Sofronova, R Biswas, M Alam, H Sack: Entity Typing based on RDF2Vec using Supervised and Unsupervised Methods , In: ESWC 2020: The Semantic Web: ESWC 2020 Satellite Events, Lecture Notes in Computer Science LNCS Vol. 12124 , pp. 203 - 207. DOI:  10.1007/978-3-030-62327-2_35   [local copy (PDF)].

Gesese GA, Alam M, Sack H:  Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction , In Proc. of  DL4KG workshop  co-located with  ESWC 2020 , CEUR workshop proceedings, vol. 2635, CEUR-WS.org, online at  http://ceur-ws.org/Vol-2635/ , [local copy (PDF)].

2019

M. Alam: Can Knowledge Graphs and Deep Learning Approaches help in Representing, Detecting and Interpreting Metaphors?, Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) , co-located with of the 16th Extended Semantic Web Conference ( ESWC 2019 ), CEUR workshop proceedings, vol. 2377, pp. 71-73, CEUR-WS.org, online at http://ceur-ws.org/Vol-2377/, [local copy (PDF)].

2018

J. Reynaud, Galbrun, E.; M Alam, Y Toussaint, A Napoli: Define the categories of DBpédia with the rules of associations and redescriptions . Extraction et Gestion des Connaissances (EGC 2018) Paris, France , January 23-26, 2018: 335-340

A Gangemi, M Alam, V Presutti: Amnestic Forgery: An Ontology of Conceptual Metaphors, In Formal Ontology in Information Systems - Proceedings of the 10th International Conference, (FOIS 2018), Cape Town, South Africa, 19-21 September 2018. DOI: 10.3233/978-1-61499-910-2-159 , [local copy (PDF)]

A. Gangemi, M. Alam, V. Presutti: Linked Metaphors, In Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th-to-12th, 2018. http://ceur-ws.org/Vol-2180/paper-17.pdf , [local copy (PDF)]

2017

J Reynaud, M Alam, Y Toussaint, A Napoli: A Proposal for Classifying the Content of the Web of Data Based on FCA and Pattern Structures, In Foundations of Intelligent Systems - 23rd International Symposium, ISMIS 2017, Warsaw, Poland , June 26-29, 2017, Proceedings, 2017. DOI: 10.1007/978-3-319-60438-1_67 , [local copy (PDF)]

Santos C, Gangemi A, Alam M: Detecting and Editing Privacy Policy Pitfalls on the Web, In Proceedings of the 1st Workshop on Technologies for Regulatory Compliance co-located with the 30th International Conference on Legal Knowledge and Information Systems (JURIX 2017 ), Luxembourg, December 13, 2017. 87-99, http://ceur-ws.org/Vol-2049/09paper.pdf

2016

A Gangemi, M Alam, L Asprino, V Presutti, D Reforgiato Recupero: Framester: A Wide Coverage Linguistic Linked Data Hub, In Knowledge Engineering and Knowledge Management - 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings, 2016. DOI: 10.1007/978-3-319-49004-5_16 , [local copy (PDF)]

M. Alam, TNN. Le, A. Napoli: LatViz: A New Practical Tool for Performing Interactive Exploration over Concept Lattices, In Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, Moscow, Russia, July 18-22, 2016., 2016. http: //ceur-ws.org/Vol-1624/paper1.pdf , [local copy (PDF)]

M. Alam, TNN. Le, A. Napoli: Steps Towards Interactive Formal Concept Analysis with LatViz, In Proceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence"? co-located with the European Conference on Artificial Intelligence, FCA4AI@ECAI 2016, The Hague, the Netherlands, August 30, 2016., 2016. http://ceur-ws.org/Vol-1703/paper7.pdf

2015

M Alam, M Osmuk, A Napoli: RV-Xplorer: A Way to Navigate Lattice-Based Views over RDF Graphs, In Proceedings of the Twelfth International Conference on Concept Lattices and Their Applications, Clermont-Ferrand, France, October 13 -16, 2015., 2015. http://ceur-ws.org/Vol-1466/paper02.pdf , [[local copy (PDF)]

M Alam, A Buzmakov, A Napoli, A Sailanbayev: Revisiting Pattern Structures for Structured Attribute Sets, In Proceedings of the Twelfth International Conference on Concept Lattices and Their Applications, Clermont-Ferrand, France, October 13-16, 2015 ., 2015. http://ceur-ws.org/Vol-1466/paper20.pdf , [local copy (PDF)]

M. Alam, A. Napoli: Interactive exploration over RDF data using formal concept analysis, In 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015, 2015. DOI: 10.1109/DSAA.2015.7344838 , [local copy (PDF)]

M. Alam, A. Napoli: An Approach Towards Classifying and Navigating RDF data based on Pattern Structures, In Proceedings of the International Workshop on Formal Concept Analysis and Applications, FCA&A 2015, co-located with 13th International Conference on Formal Concept Analysis (ICFCA 2015), Nerja, Málaga, Spain, June 23-26, 2015., 2015. http://ceur-ws.org/Vol-1434/paper3.pdf

M Alam, A Buzmakov, V Codocedo, A Napoli: Bridging DBpedia Categories and DL-Concept Definitions Using Formal Concept Analysis, In Proceedings of the 4th International Workshop "What can FCA do for Artificial Intelligence?", FCA4AI 2015, co-located with the International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25, 2015., 2015. http://ceur-ws.org/Vol-1430/paper1.pdf

Alam M, Buzmakov A, Codocedo V, Napoli A: Mining Definitions from RDF Annotations Using Formal Concept Analysis , In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25 -31, 2015, 2015. [[local copy (PDF)]

2014

M. Alam, A. Napoli: Defining Views with Formal Concept Analysis for Understanding SPARQL Query Results, In Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, Košice, Slovakia, October 7-10, 2014., 2014.  http: //ceur-ws.org/Vol-1252/cla2014_submission_32.pdf , [local copy (PDF)]

M. Alam, A. Napoli: Lattice-Based Views over SPARQL Query Results, In Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), Nancy, France, September 19th, 2014., 2014. http://ceur-ws.org/Vol-1232/paper5.pdf

2013

MW. Chekol, M. Alam, A. Napoli: A Study on the Correspondence between FCA and ELI Ontologies, In Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, La Rochelle, France, October 15-18, 2013., 2013. http://ceur-ws.org/Vol-1062/paper20.pdf , [local copy (PDF)]

2012

M Alam, A Coulet, A Napoli, M Smaïl-Tabbone: Formal Concept Analysis Applied to Transcriptomic Data, In Proceedings of The Ninth International Conference on Concept Lattices and Their Applications, Fuengirola (Málaga), Spain, October 11- 14, 2012, 2012. http://ceur-ws.org/Vol-972/paper_short1.pdf , [local copy (PDF)]

M Alam, A Coulet, A Napoli, M Smaïl-Tabbone: Formal Concept Analysis Applied to Transcriptomic Data, In Proceedings of the International Workshop "What can FCA do for Artificial Intelligence? ", FCA4AI@ECAI 2012, Montpellier, France, August 28, 2012, 2012. http://ceur-ws.org/Vol-939/paper2.pdf

2010

X Yao, I Borisova, M Alam: PDTB XML: the XMLization of the Penn Discourse TreeBank 2.0 , In Proceedings of the International Conference on Language Resources and Evaluation, LREC 2010 , 17-23 May 2010, Valletta, Malta, 2010 [local copy (PDF)]

Proceedings

2022

Groth P, Rula A, Schneider J, Tiddi I, Simperl E, Alexopoulos P, Hoekstra R, Alam M, Dimou A, Tamper M: The Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings. Lecture Notes in Computer Science 13384, Springer 2022, ISBN 978-3-031-11608-7

2021

Alam M, Ali M, Groth P, Hitzler P, Lehmann J, Paulheim H, Rettinger A, Sack H, Sadeghi A, Tresp V (Eds.): The Proceedings of Machine Learning with Symbolic Methods and Knowledge Graphs co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ( ECML PKDD 2021 ), online at: http://ceur-ws.org/Vol-2997/

Alam M, Buscaldi D, Cochez M, Osborne F, Reforgiato Recupero D, Sack H (Eds.): Proceedings of the Workshop on Deep Learning for Knowledge Graphs ( DL4KG 2021 ) co-located with the 20th International Semantic Web Conference ( ISWC 2021 ), online at: http://ceur-ws.org/Vol-3034/

R Verborgh, A Dimou, A Hogan, C d'Amato, I Tiddi, A Bröring, S Mayer, F Ongenae, R Tommasini, M Alam (Eds.): The Semantic Web - 18th International Conference , ESWC 2021 Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected Papers. Lecture Notes in Computer Science 12739, 2021, Springer, DOI: 10.1007/978-3-030-80418-3

Alam M, Groth P, de Boer V, Pellegrini T, Pandit HJ, Montiel E, Rodríguez-Doncel V, McGillivray B, Meroño-Peñuela A (Eds.): Further with Knowledge Graphs Proceedings of the 17th International Conference on Semantic Systems , 6-9 September 2021, Amsterdam, The Netherlands, 2021, IOS Press, ISBN: 978-1-64368-201-3

Verborgh R, Hose K, Paulheim H, Champin P, Maleshkova M, Ó. Corcho, P. Ristoski, M. Alam (Eds.): The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings. Lecture Notes in Computer Science 12731, 2021, Springer, DOI: https://doi.org/10.1007/978-3-030-77385-4

2020

Alam M, Groth P, Hitzler P, Paulheim H, Sack H, Tresp V (Eds.):  CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications , in Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020. CEUR workshop proceedings, vol. 2699, CEUR-WS.org, online at http://ceur-ws.org/Vol-2699/

Blomqvist E, Groth P, De Boer V, Pellegrini T, Alam M, Kaefer T, Kieseberg P, Kirrane S, Meroño-Peñuela A, Pandit HJ (Eds.): Semantic Systems. In the Era of Knowledge Graphs Proceedings of the 16th International Conference on Semantic Systems ( SEMANTiCS 2020 ), September 7th to 10th, 2020, DOI: 10.1007/978-3-030-59833-4.

M Alam, T Braun, B Yun (Eds.): Ontologies and Concepts in Mind and Machine , Proceedings of the 25th International Conference on Conceptual Structures ( ICCS 2020 ), Bolzano, Italy, September 18th to 20th , 2020, Springer , DOI: https://doi.org/10.1007/978-3-030-57855-8.

Alam M, Buscaldi D, Cochez M, Osborne F, Reforgiato Recupero D, Sack H (Eds.): Proceedings of the Workshop on Deep Learning for Knowledge Graphs ( DL4KG2020 ), Co-located with the 16th Extended Semantic Web Conference 2020 ( ESWC 2020 ), CEUR workshop proceedings, vol. 2635, CEUR-WS.org, online at http://ceur-ws.org/Vol-2635/ .

2019

Alam M, Usbeck R, Pellegrini T, Sack H, Sure-Vetter Y (Eds.): Proceedings of the  Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems ( SEMANTiCS 2019 ), Karlsruhe, Germany, September 9th to 12th, 2019.

D Endres, M Alam, D Şotropa : Graph-Based Representation and Reasoning, Proceedings of the 24th International Conference on Conceptual Structures , ICCS 2019 , Springer Cham 2019, DOI: 10.1007/978-3-030-23182-8

Alam M, Buscaldi D, Cochez M, Osborne F, Reforgiato Recupero D, Sack H: Proceedings of the  Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) , Co-located with the 16th Extended Semantic Web Conference 2019 ( ESWC 2019 ), CEUR workshop proceedings, vol. 2377, CEUR-WS.org, online at  http://ceur-ws.org/Vol-2377/

2018

Reforgiato Recupero D, Dragoni M, Buscaldi D, Alam M, Cambria E (Eds.): Proceedings of 4th Workshop on Sentic Computing, Sentiment Analysis, Opinion Mining, and Emotion Detection (EMSASW 2018) Co-located with the 15th Extended Semantic Web Conference 2018 (ESWC 2018), Heraklion, Greece, June 4, 2018. CEUR Workshop Proceedings 2111, CEUR-WS.org 2018, http://ceur-ws.org/Vol-2111

A. Gangemi, R. Navigli, M.-E. Vidal, Hitzler P, Troncy R, Hollink L, Tordai A, Alam M: The Semantic Web - 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings. Lecture Notes in Computer Science 10843, Springer 2018, ISBN 978-3-319-93416-7, DOI: 10.1007/978-3-319-93417-4

A Gangemi, AL Gentile, AG Nuzzolese, S Rudolph, M Maleshkova, H Paulheim, JZ Pan, M Alam: The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11155, Springer 2018, ISBN 978-3-319-98191-8, DOI: 10.1007/978-3-319-98192-5

Editorials

Alam M., Boer V., Daga E., van Erp M., Hyvönen E., Meroño-Peñuela A., Editorial of the Special issue on Cultural Heritage and semantic web. Semantic Web Journal

Alam M, Buscaldi D, Cochez M, Osborne F, Recupero DR, Sack H (Eds): Editorial of the Special Issue on Deep Learning and Knowledge Graphs. Semantic Web Journal, DOI: 10.3233/SW-223099, Link: https://content.iospress.com/articles/semantic-web/sw223099

Alam M, Fensel A, Gil JM, Moser B, Recupero DR, Sack H (Eds): Special Issue on Machine Learning and Knowledge Graphs. Future Generation Computer Systems, Volume 129, 2022, pp. 50-53. ISSN: 0167-739X, DOI: https://doi.org/10.1016/j.future.2021.11.022

Technical Reports

Professional Scientific Activities

Conference and Workshop Chairs

2022

  • Workshop Chair of DL4KG, Deep Learning for Knowledge Graphs, collocated with the 21st International Semantic Web Conference (ISWC 2022)
  • Workshop chair at Extended Semantic Web Conference (ESWC 2022), Hersonissos, Greece
  • Workshop chair of the First Workshop on Natural Language Processing for Political sciences (PoliticalNLP) Co-located with LREC 2022, Marseille, France.

2021

  • Workshop chair of the 2nd Workshop on The Combination of Symbolic and Sub-symbolic Methods and their Applications (CSSA), colocated with ECML/PKDD 2021
  • Workshop Chair of DL4KG, Deep Learning for Knowledge Graphs, collocated with the 20th International Semantic Web Conference (ISWC 2021)
  • Proceedings Chair of the Extended Semantic Web Conference (ESWC 2021)
  • Program Chair at Semantics 2021

2020

  • Workshop Chair of CSSA-2020, Combining Symbolic and Sub-symbolic methods and their Applications, collocated with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020)
  • Chair of the Special Track on Digital Humanities and Cultural Heritage at SEMANTiCS 2020, Amsterdam
  • General Chair of the International Conference on Conceptual Structures (ICCS 2020)
  • Workshop Chair of DL4KG, Deep Learning for Knowledge Graphs, collocated with the Extended Semantic Web Conference (ESWC 2020)

2019

  • Program Chair of International Conference on Conceptual Structures (ICCS)
  • Poster and Demo Session Chair at SEMANTiCS 2019
  • Workshop Chair of DL4KG, Deep Learning for Knowledge Graphs, collocated with the Extended Semantic Web Conference, ESWC 2019
  • Workshop Chair of NL4AI-2019, 3rd Work shop on Natural Language for Artificial Intelligence, collocated with the 18th International Conference of the Italian Association for Artificial Intelligence (AIIA 2019)

2018

Editorships

Editorial Boards

Teaching

Courses

  • Winter Semester 2022-2023:
    Machine Learning on Graphs (Lecture Course), Karlsruhe Institute of Technology, Germany.
  • Winter Semester 2021 – 2022:
    Representation Learning and Knowledge Graphs (Seminar Course), Karlsruhe Institute of Technology, Germany.
    Project course Information Service Engineering (Project Course), Karlsruhe Institute of Technology, Germany.
  • Summer Semester 2021:
    Advanced Methods in Natural Language Processing (Seminar Course), Summer Semester, Karlsruhe Institute of Technology, Germany. 
  • Winter Semester 2020:
    Representation Learning and Knowledge Graphs (Seminar Course), Winter Semester, Karlsruhe Institute of Technology, Germany.
    Open HPI, Knowledge Graphs (Block Course, Co-Dozent), Potsdam, Germany.
  • Summer Semester 2020:
    Information Service Engineering (Lecture Course, Responsible: Prof. Dr. Harald Sack), Karlsruhe Institute of Technology, Germany.
  • Winter Semester 2019-2020:
    Project course Information Service Engineering,  Karlsruhe Institute of Technology, Germany.
  • Summer Semester 2019:
    Information Service Engineering (Lecture Course, Responsible: Prof. Dr. Harald Sack), Karlsruhe Institute of Technology, Germany. 
  • Winter Semester 2018-2019:
    Web Technologies (Tutor), University of Bologna, Italy. 
  • Summer Semester 2017:
    Introduction to XML and XMLA (Lecture Course), University of Paris 13, France. 
  • Winter Semester 2014-2015:
    Introduction to Informatics with Python (Temporary Teaching Position, ATER),  l’École Nationale Supérieure des Mines de Nancy, University of Lorraine, France.
    Advanced Knowledge Modelling (Temporary Teaching Position, ATER), l’École Nationale Supérieure des Mines de Nancy, University of Lorraine, France.
    Advanced Programming for Informatics with Python (Temporary Teaching Position, ATER), l’École Nationale Supérieure des Mines de Nancy, University of Lorraine, France. 
  • Summer Semester 2013:
    Introduction to Informatics with Java (Temporary Teaching Position, Vacataire),  l’École Nationale Supérieure des Mines de Nancy, University of Lorraine, France.

 
Guest Lectures
 

Other Scientific Activities

Invited Talks

  • July 2022, Knowledge Graph Completion using Embeddings, University of Manchester, UK.
     
  • July 2022, Guest Lecture on Representation Learning and Knowledge Graphs, Ruhr University Bochum, Germany.
     
  • September 2021, LiterallyWikidata - A Benchmark for Knowledge Graph Completion using Literals, Dagstuhl Seminar on Structure and Learning, Leibniz-Zentrum für Informatik, Germany.
     
  • July 2021, Guest Lecture on Representation Learning on Knowledge Graphs, Ruhr University Bochum, Germany.
     
  • May 2021, Mehwish Alam, Representation Learning on Knowledge Graphs and their Applications, Higher School of Economics, Moscow, Russia.
     
  • September 2020, Mehwish Alam, “Deep Learning, Knowledge Graphs and their Applications”, Keynote at the 1st Workshop on Deep Learning meets Ontologies and Natural Language Processing co-located with FOIS.
     
  • December 2019, Mehwish Alam, “Deep Learning for Knowledge Graphs and it's Applications”, Keynote at the 3rd AFIA-ARIA joint workshop on Artificial Intelligence and Information Retrieval, Sorbonne Université, Paris, France.
     
  • November 2018, Mehwish Alam, “Interactive Knowledge Discovery over the Web of Data”, University of La Rochelle, France.
     
  • November 2018, Mehwish Alam, “Basics of Semantic Recommender Systems”, University of Bologna, Bologna, Italy.
     
  • February 2018, Mehwish Alam, “Everything2Vec : Generating Embeddings for Measuring Semantic Similarities”, University of Bologna, Bologna, Italy.
     
  • June 2017, Mehwish Alam, “Interactive Knowledge Discovery over Web of Data”, Ernst and Young, Paris, France.
     
  • October 2016, Mehwish Alam, “Framester : A Wide Coverage Linguistic Linked Data Hub”, Project Meeting PEPS, Prefute (CNRS 2015-2016) Interactive Data Mining based on User Preferences, (PREFerences UTilisatEur) et Mastodons HyQual, INRIA-Rennes, France.
     
  • July 2016, Mehwish Alam, “Interactive Knowledge Discovery over Web of Data”, Semantic Technology Lab CNR, Catania, Italy.
     
  • November 2015, Mehwish Alam, “Interactive Knowledge Discovery over Web of Data”, Project Meeting PEPS Prefute, (CNRS 2015-2016) Interactive Data Mining based on User Preferences (PREFerences UTilisatEur) et Mastodons HyQual, LORIA, Nancy, France.
     
  • July 2013, Mehwish Alam, “Formal Concept Analysis and its application to Biological Data”, Bio-Intelligence, Dassault Systemes, Sophia Antipolis, Nice, France.
     
  • 2013, Mehwish Alam, “Formal Concept Analysis and its application to Biological Data”, Bio-Intelligence, Dassault Systemes, Paris, France.
     
  • July 2012, Mehwish Alam, “Formal Concept Analysis Applied to Transcriptomic Data”, Bio-Intelligence Project, Dassault Systemes, Sophia Antipolis, Nice, France.
     
  • June 2010, Mehwish Alam, “Analysis of Textual Documents for the Design of Ontological Resources”, Seminar, NaTAL, LORIA/INRIA, Nancy Grand-Est, France.

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Kontakt

Dr. Mehwish Alam

Wissenschaftliche Mitarbeiterin, Information Service Engineering
Tel.:
+49 7247 808 195
+49 7247 808 195
marwa.torkhani [at] fiz-karlsruhe.de