Publications (Selected)
Journals
2024
Towards Semantically Enriched Embeddings for Knowledge Graph Completion M.Alam, F. v. Harmelen, and M. Acosta, invited journal article at the Editorial Board special on Neurosymbolic AI journal.
R. Biswas, H. Sack, M. Alam, MADLINK: Attentive Multihop and Entity Descriptions for Link Prediction in Knowledge Graphs (IF:3.105) Semantic Web Journal.
A. Iana, M. Alam, H. Paulheim, A Survey on Knowledge-Aware News Recommender Systems (IF:3.105) Semantic Web Journal.
2023
A. Thomas, A. Durmaz, M. Alam, P. Gumbsch, H. Sack, C. Eberl. Materials fatigue prediction using graph neural networks on microstructure representations. Scientific Reports (IF:4.997), 2023.
K. Ludwig, A. Grote, A. Iana, M. Alam, H. Paulheim, H. Sack, C. Weinhardt, P. Müller, Divided by the Algorithm? The (Limited) Effects of Content and Sentiment-Based News Recommendation on Affective, Ideological, and Perceived Polarization. Social Science Computer Review Vol. 0(0) 1–23 (IF: 4.418), 2023.
2022
C. Santini, G. A. Gesese, S. Peroni, A. Gangemi, H. Sack, M. Alam, A knowledge graph embeddings based approach for author name disambiguation using literals. Scientometrics 127(8), (IF: 3.238): 4887-4912 (2022)
Y. Chen, H. Sack, M. Alam, Analyzing social media for measuring public attitudes toward controversies and their driving factors: a case study of migration. Social Network Analysis & Mining 12(1), (IF: 2.8): 135 (2022)
2021
M. Alam, A. Gangemi, V. Presutti, D. R. Recupero, Semantic role labeling for knowledge graph extraction from text. Progress in Artificial Intelligence 10(3): 309-320 (2021)
G. A. Gesese, R. Biswas, M. Alam, H. Sack, A survey on knowledge graph embeddings with literals: Which model links better literal-ly? Semantic Web 12(4): 617-647 (2021)
2019
D. R. Recupero, M. Alam, D. Buscaldi, A. Grezka, F. Tavazoee, Frame-Based Detection of Figurative Language in Tweets [Application Notes]. IEEE Comput. Intell. Mag. 14(4): 77-88 (2019)
2018
M. Alam, A. Buzmakov, A. Napoli: Exploratory knowledge discovery over Web of Data. Discrete and Applied Mathematics 249: 2-17 (2018)
2017
M. Alam, D. R. Recupero, M. Mongiovì, A. Gangemi, P. Ristoski, Event-based knowledge reconciliation using frame embeddings and frame similarity. Knowledge Based Systems 135: 192-203 (2017)
International Conferences (Selected)
2022
G. Ottolina, M. L. Palmonari, M. Vimercati, M. Alam: On the Impact of Temporal Representations on Metaphor Detection. LREC 2022
R. Biswas, J. Portisch, H. Paulheim, H. Sack, M. Alam: Entity Type Prediction Leveraging Graph Walks and Entity Descriptions. ISWC 2022
G. A. Gesese, H. Sack, M. Alam: RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs. IJCKG 2022
2021
R. Biswas, R. Sofronova, H. Sack, M. Alam: Cat2Type: Wikipedia Category Embeddings for Entity Typing in Knowledge Graphs. K-CAP 2021
G. A. Gesese, M. Alam, H. Sack: LiterallyWikidata - A Benchmark for Knowledge Graph Completion Using Literals. ISWC 2021
2020
M. Alam, Q. Bie, R. Türker, H. Sack: Entity-Based Short Text Classification Using Convolutional Neural Networks. EKAW 2020
R. Türker, L. Zhang, M. Alam, H. Sack: Weakly Supervised Short Text Categorization Using World Knowledge. ISWC 2020
2018
J. Reynaud, E. Galbrun, M. Alam, Y. Toussaint, A. Napoli: Définir les catégories de DBpédia avec des règles d'associations et des redescriptions. EGC 2018
A. Gangemi, M. Alam, V. Presutti: Amnestic Forgery: An Ontology of Conceptual Metaphors. FOIS 2018: 159-172
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. ISMIS 2017
2016
M. Alam, T. N. N. Le, A. Napoli: LatViz: A New Practical Tool for Performing Interactive Exploration over Concept Lattices. CLA 2016
A. Gangemi, M. Alam, L. Asprino, V. Presutti, Diego Reforgiato Recupero: Framester: A Wide Coverage Linguistic Linked Data Hub. EKAW 2016
2015
M. Alam, M. Osmuk, A. Napoli: RV-Xplorer: A Way to Navigate Lattice-Based Views over RDF Graphs. CLA 2015
M. Alam, A. Buzmakov, A. Napoli, A. Sailanbayev: Revisiting Pattern Structures for Structured Attribute Sets. CLA 2015
M. Alam, A. Napoli: Interactive exploration over RDF data using formal concept analysis. DSAA 2015
M. Alam, A. Buzmakov, V. Codocedo, A. Napoli: Mining Definitions from RDF Annotations Using Formal Concept Analysis. IJCAI 2015
2014
M. Alam, A. Napoli: Defining Views with Formal Concept Analysis for Understanding SPARQL Query Results. CLA 2014
2013
M. W. Chekol, M. Alam, A. Napoli: A Study on the Correspondence between FCA and ELI Ontologies. CLA 2013
2012
M. Alam, A. Coulet, A. Napoli, Malika Smaïl-Tabbone: Formal Concept Analysis Applied to Transcriptomic Data. CLA 2012
2010
X. Yao, I. Borisova, M. Alam: PDTB XML: the XMLization of the Penn Discourse TreeBank 2.0. LREC 2010
Workshops Papers/ Posters & Demos (Selected)
NeMig - A Bilingual News Collection and Knowledge Graph about Migration A. Iana, M. Alam, A. Grote, N. Nikolajevic, K. Ludwig, P. Müller, C. Weinhardt, H. Paulheim. INRA Workshop co-located with RecSys 2023.
Ontology Matching using Textual Class Descriptions Y. Peng and T. Bonald. Ontology Matching workshop@ISWC 2023.
R. Tuerker Dessi, H. Aras, M. Alam. Exploring the Impact of Negative Sampling on Patent Citation Recommendation. PatentSemTech@SIGIR 2023.
R. Biswas, Y. Chen, H. Paulheim, H. Sack, M. Alam: It's All in the Name: Entity Typing Using Multilingual Language Models. ESWC (Satellite Events) 2022
M. Alam, A. Iana, A. Grote, K. Ludwig, P. Müller, H. Paulheim: Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. WWW (Companion Volume) 2022
R. Biswas, R. Sofronova, M. Alam, N. Heist, H. Paulheim, H. Sack: Do Judge an Entity by Its Name! Entity Typing Using Language Models. ESWC (Satellite Events) 2021
R. Biswas, R. Sofronova, M. Alam, H. Sack: Contextual Language Models for Knowledge Graph Completion. MLSMKG@PKDD/ECML 2021
Yiyi Chen, G. A. Gesese, H. Sack, M. Alam: Temporal Evolution of the Migration-related Topics on Social Media. ISWC (Posters/Demos/Industry) 2021
M. Alam, R. Biswas, Y. Chen, D. Dessì, G. A. Gesese, F. Hoppe, H. Sack: HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles. WWW (Companion Volume) 2021
R. Biswas, R. Sofronova, M. Alam, H. Sack: Entity Type Prediction in Knowledge Graphs using Embeddings. DL4KG@ESWC 2020
G. A. Gesese, M. Alam, H. Sack: Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction. DL4KG@ESWC 2020
R. Sofronova, R. Biswas, M. Alam, H. Sack: Entity Typing Based on RDF2Vec Using Supervised and Unsupervised Methods. ESWC (Satellite Events) 2020: 203-207
M. Alam, M. Kaschura, H. Sack: Apollo: Twitter Stream Analyzer of Trending Hashtags: A case-study of #COVID-19. ISWC (Demos/Industry) 2020: 64-69
M. Alam, G. A. Gesese, Z. Rezaie, H. Sack: MigrAnalytics: Entity-based Analytics of Migration Tweets. ISWC (Demos/Industry) 2020: 74-79
G. A. Gesese, F. Hoppe, M. Alam, Harald Sack: Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments. ISWC (Demos/Industry) 2020
M. Alam: Can Knowledge Graphs and Deep Learning Approaches help in Representing, Detecting, and Interpreting Metaphors? DL4KG@ESWC 2019
A. Gangemi, M. Alam, V. Presutti: Linked Metaphors. ISWC (P&D/Industry/BlueSky) 2018
Editorials
M. Alam, T. Braun, D. Endres, B. Yun, Special Issue on Conceptual Structures. Annals of Mathematics and Artificial Intelligence. 90(11-12): 1079-1082 (2022)
M. Alam, V. Boer, E. Daga, M. van Erp, E. Hyvönen, A. Meroño-Peñuela , Editorial of the Special Issue on Cultural Heritage and Semantic web. Semantic Web Journal
M. Alam, D. Buscaldi, M. Cochez, F. Osborne, D.R. Recupero, H. Sack: Editorial of the Special Issue on Deep Learning and Knowledge Graphs. Semantic Web Journal, DOI: https://doi.org/10.3233/SW-223099
M. Alam, A. Fensel, J. M. Gil, B. Moser, D. R. Recupero, H. Sack: 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