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Publications

2022

  • Leonie Frantzen, Ashutosh Sao, Nicolas Tempelmeier, and Elena Demidova. Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks. In Proc. of the ACM SIGKDD Conference 2022, to appear.
 
  • Nicolas Tempelmeier, Elena Demidova. Attention-Based Vandalism Detection in OpenStreetMap. In Proc. of the ACM Web Conference, WWW 2022, pp. 643-651.

    BibTeX

    @inproceedings{Tempelmeier22,
      author    = {Nicolas Tempelmeier and Elena Demidova},
      title     = {Attention-Based Vandalism Detection in OpenStreetMap},
      booktitle = {Proc. of ACM TheWebConf 2022, {WWW} 2022},
      publisher = {{ACM}},
      year      = {2022},
    }

     

    Links

    Preprint: https://arxiv.org/abs/2201.10406 

     

  • Simon Gottschalk, Elena Demidova. Tab2KG: Semantic Table Interpretation with Lightweight Semantic Profiles. In Semantic Web 13(3): 571-597 (2022)
  • BibTeX

    @article{GottschalkD22,
    author = {Simon Gottschalk and Elena Demidova},
    title = {Tab2KG: Semantic Table Interpretation with Lightweight Semantic Profiles},
    journal = { Semantic Web Journal}, volume = {13}, number = {3}, pages = {571--597},
    year = {2022},
    url = {http://semantic-web-journal.org/content/tab2kg-semantic-table-interpretation-lightweight-semantic-profiles-1},
    }

    Links

    Preprint: http://semantic-web-journal.org/content/tab2kg-semantic-table-interpretation-lightweight-semantic-profiles-1

     

  • Tin Kuculo, Simon Gottschalk and Elena Demidova. QuoteKG: A Multilingual Knowledge Graph of Quotes. In Proc. of ESWC 2022, to appear.
  • BibTeX

    @inproceedings{KuculoGD22,
      author    = {Tin Kuculo and Simon Gottschalk and Elena Demidova},
      title     = {QuoteKG: A Multilingual Knowledge Graph of Quotes},
      booktitle = {Proc. of the {ESWC} 2022},
      series    = {Lecture Notes in Computer Science},
      publisher = {Springer},
      year      = {2022},
    }

     

  • Elena Demidova, Alishiba Dsouza, Simon Gottschalk, Nicolas Tempelmeier, Ran Yu. Creating knowledge graphs for geographic data on the web. ACM SIGWEB Newsletter, Issue Winter 2022 Article No.: 4, pp. 1-8
  • BibTeX

    @article{10.1145/3522598.3522602,
      author = {Demidova, Elena and Dsouza, Alishiba and Gottschalk, Simon and Tempelmeier, Nicolas and Yu, Ran},
      title = {Creating Knowledge Graphs for Geographic Data on the Web},
      doi = {10.1145/3522598.3522602},
      issue_date = {Winter 2022},
      journal = {SIGWEB Newsl.},
      number = {Winter},
      articleno = {4},
      numpages = {8},
      publisher = {Association for Computing Machinery},
      year = 2022
    }

    Links

    Published version: https://doi.org/10.1145/3522598.3522602

     

 

2021

  • Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu, Simon Gottschalk, Elena Demidova. WorldKG: A World-Scale Geographic Knowledge Graph. In Proc. of the 30th ACM International Conference on Information and Knowledge Management (ACM CIKM 2021).
  • BibTeX

    @inproceedings{DsouzaTY0D21,
     author = {Alishiba Dsouza and Nicolas Tempelmeier and Ran Yu and Simon Gottschalk and Elena Demidova},
     title = {WorldKG: {A} World-Scale Geographic Knowledge Graph},
     booktitle = {Proc. of The 30th {ACM} International Conference on Information and Knowledge Management, {CIKM} '21},
     pages     = {4475--4484},
     publisher = {{ACM}},
     year = {2021},
     doi = {10.1145/3459637.3482023},
    }

    Links

    Preprint: https://arxiv.org/abs/2109.10036
    Published version: https://dl.acm.org/doi/abs/10.1145/3459637.3482023

     

  • Nicolas Tempelmeier, Simon Gottschalk, Elena Demidova. GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on a World Scale. In Proc. of the 30th ACM International Conference on Information and Knowledge Management (ACM CIKM 2021), pp. 4604-4612.
  • BibTeX

    @inproceedings{Tempelmeier21,
      author    = {Nicolas Tempelmeier and Simon Gottschalk and Elena Demidova},
      title     = {GeoVectors: {A} Linked Open Corpus of OpenStreetMap Embeddings on
                   World Scale},
      booktitle = {Proc. of The 30th {ACM} International Conference on Information
                   and Knowledge Management, {CIKM} '21},
      pages     = {4604--4612},
      publisher = {{ACM}},
      year      = {2021},
      doi       = {10.1145/3459637.3482004},
    }

    Links

    Preprint: https://arxiv.org/abs/2108.13092
    Published version: https://dl.acm.org/doi/10.1145/3459637.3482004

     

  • Alishiba Dsouza, Nicolas Tempelmeier, Elena Demidova. Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs. In Proc. of the 20th International Semantic Web Conference (ISWC 2021).
  • BibTeX

    @inproceedings{DsouzaTD21,
      author    = {Alishiba Dsouza and Nicolas Tempelmeier and Elena Demidova},
      title     = {Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs},
      booktitle = {Proc. of the 20th International Semantic Web Conference,
                   {ISWC} 2021},
      series    = {Lecture Notes in Computer Science},
      volume    = {12922},
      pages     = {56--73},
      publisher = {Springer},
      year      = {2021},
      doi       = {10.1007/978-3-030-88361-4\_4},
    }

    Links

    Preprint: https://arxiv.org/abs/2107.13257
    Published version: https://link.springer.com/chapter/10.1007/978-3-030-88361-4_4

     

  • Rajjat Dadwal, Thorben Funke, Elena Demidova. An Adaptive Clustering Approach for Accident Prediction. In Proc. of the 24th IEEE Intelligent Transportation Systems Conference (ITSC 2021), 2021.
  • BibTeX

    @inproceedings{DadwalFD21,
      author    = {Rajjat Dadwal and
                   Thorben Funke and
                   Elena Demidova},
      title     = {An Adaptive Clustering Approach for Accident Prediction},
      booktitle = {Proc. of the 24th {IEEE} International Intelligent Transportation Systems Conference,
                   {ITSC} 2021},
      pages     = {1405--1411},
      publisher = {{IEEE}},
      year      = {2021},
      doi       = {10.1109/ITSC48978.2021.9564564},
    }

    Links

    Preprint: https://arxiv.org/abs/2108.12308
    Published version: https://doi.org/10.1109/ITSC48978.2021.9564564

     

  • Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova. Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting. In Proc. of the 24th IEEE Intelligent Transportation Systems Conference (ITSC 2021), 2021.
  • BibTeX

    @inproceedings{SaoTD21,
      author    = {Ashutosh Sao and
                   Nicolas Tempelmeier and
                   Elena Demidova},
      title     = {Deep Information Fusion for Electric Vehicle Charging Station Occupancy
                   Forecasting},
      booktitle = {Proc. of the 24th {IEEE} International Intelligent Transportation Systems Conference,
                   {ITSC} 2021},
      pages     = {3328--3333},
      publisher = {{IEEE}},
      year      = {2021},
      doi       = {10.1109/ITSC48978.2021.9565097},
    }

    Links

    Preprint: https://arxiv.org/abs/2108.12352
    Published version: https://doi.org/10.1109/ITSC48978.2021.9565097

     

  • Nicolas Tempelmeier and Elena Demidova. (2021) Linking OpenStreetMap with knowledge graphs – Link discovery for schema-agnostic volunteered geographic information. Future Generation Computer Systems 116 (2021) 349-364. Elsevier.
  • BibTeX

    @article{TempelmeierD21,
      author    = {Nicolas Tempelmeier and
                   Elena Demidova},
      title     = {Linking OpenStreetMap with knowledge graphs - Link discovery for schema-agnostic
                   volunteered geographic information},
      journal   = {Future Gener. Comput. Syst.},
      volume    = {116},
      pages     = {349--364},
      year      = {2021},
      url       = {https://doi.org/10.1016/j.future.2020.11.003},
      doi       = {10.1016/j.future.2020.11.003},
    }

    Links

    Preprint: https://arxiv.org/abs/2011.05841
    Published version: https://doi.org/10.1016/j.future.2020.11.003

     

  • Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova. Mining topological dependencies of recurrent congestion in road networks. ISPRS International Journal of Geo-Information, 10(4), 2021 [URL]
  • BibTeX

    @article{TempelmeierFWD21,
      author    = {Nicolas Tempelmeier and
                   Udo Feuerhake and
                   Oskar Wage and
                   Elena Demidova},
      title     = {Mining Topological Dependencies of Recurrent Congestion in Road Networks},
      journal   = {{ISPRS} Int. J. Geo Inf.},
      volume    = {10},
      number    = {4},
      pages     = {248},
      year      = {2021},
      doi       = {10.3390/ijgi10040248},
    }

    Links

    Preprint: https://arxiv.org/abs/2107.09554
    Published version: https://doi.org/10.3390/ijgi10040248

     

  • Daniel Gomes, Elena Demidova, Jane Winters, Thomas Risse (Eds.) The Past Web. Exploring Web Archives. Springer. [URL]
  • BibTeX

    @book{Gomes2021,
    editor="Gomes, Daniel
    and Demidova, Elena
    and Winters, Jane
    and Risse, Thomas",
    bookTitle="The Past Web: Exploring Web Archives",
    year="2021",
    publisher="Springer International Publishing",
    address="Cham",
    doi="10.1007/978-3-030-63291-5",
    }

     

  • Jiqun Liu, Ran Yu. State-Aware Meta-Evaluation of Evaluation Metrics in Interactive Information Retrieval. In Proc. of the 30th ACM International Conference on Information and Knowledge Management (ACM CIKM 2021). 
  • BibTeX

    @inproceedings{LiuY21,
      author    = {Jiqun Liu and
                   Ran Yu},
      title     = {State-Aware Meta-Evaluation of Evaluation Metrics in Interactive Information
                   Retrieval},
      booktitle = {Proc. of The 30th {ACM} International Conference on Information
                   and Knowledge Management, {CIKM} '21},
      pages     = {3258--3262},
      publisher = {{ACM}},
      year      = {2021},
      doi       = {10.1145/3459637.3482190},
    }

     

  • Christian Otto, Ran Yu, Georg Pardi, Johannes von Hoyer, Markus Rokicki, Anett Hoppe, Peter Holtz, Yvonne Kammerer, Stefan Dietze and Ralph Ewerth, Predicting Knowledge Gain during Web Search based on Multimedia Resource Consumption, The 2021 conference on Artificial Intelligence in Education (AIED): 318-330. [URL]
  • BibTeX

    @inproceedings{Otto0PHRHHKDE21,
      author    = {Christian Otto and
                   Ran Yu and
                   Georg Pardi and
                   Johannes von Hoyer and
                   Markus Rokicki and
                   Anett Hoppe and
                   Peter Holtz and
                   Yvonne Kammerer and
                   Stefan Dietze and
                   Ralph Ewerth},
      title     = {Predicting Knowledge Gain During Web Search Based on Multimedia Resource
                   Consumption},
      booktitle = {Proc. of the 22nd International Conference on Artificial Intelligence in Education
                   {AIED} 2021, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {12748},
      pages     = {318--330},
      publisher = {Springer},
      year      = {2021},
      doi       = {10.1007/978-3-030-78292-4\_26},
    }

     

  • Ran Yu, Rui Tang, Markus Rokicki, Ujwal Gadiraju, Stefan Dietze. Topic-independent Modeling of User Knowledge in Informational Search Sessions. Information Retrieval Journal (2021): 1-29. [URL]
  • BibTeX

    @article{YuTRGD21,
      author    = {Ran Yu and
                   Rui Tang and
                   Markus Rokicki and
                   Ujwal Gadiraju and
                   Stefan Dietze},
      title     = {Topic-independent modeling of user knowledge in informational search
                   sessions},
      journal   = {Inf. Retr. J.},
      volume    = {24},
      number    = {3},
      pages     = {240--268},
      year      = {2021},
      doi       = {10.1007/s10791-021-09391-7},
    }

     

  • Zhu, Xiaofei, Jie Wu, Ling Zhu, Jiafeng Guo, Ran Yu, Katarina Boland, and Stefan Dietze. Exploring User Historical Semantic and Sentiment Preference for Microblog Sentiment Classification. Neurocomputing (2021). [URL]
  • BibTeX

    @article{ZhuWZGYBD21,
      author    = {Xiaofei Zhu and
                   Jie Wu and
                   Ling Zhu and
                   Jiafeng Guo and
                   Ran Yu and
                   Katarina Boland and
                   Stefan Dietze},
      title     = {Exploring user historical semantic and sentiment preference for microblog
                   sentiment classification},
      journal   = {Neurocomputing},
      volume    = {464},
      pages     = {141--150},
      year      = {2021},
      doi       = {10.1016/j.neucom.2021.08.089},
    }

     

  • Rui Tang, Ran Yu, Markus Rokicki, Ralph Ewerth and Stefan Dietze. Domain-Specific Modeling of User Knowledge in Informational Search Sessions. 2nd International Workshop on Investigating Learning During Web Search, CIKM 2021.
  • BibTeX

    @inproceedings{Tang0RED21,
      author    = {Rui Tang and
                   Ran Yu and
                   Markus Rokicki and
                   Ralph Ewerth and
                   Stefan Dietze},
      title     = {Domain-Specific Modeling of User Knowledge in Informational Search
                   Sessions},
      booktitle = {Proceedings of the {CIKM} 2021 Workshops},
      series    = {{CEUR} Workshop Proceedings},
      volume    = {3052},
      publisher = {CEUR-WS.org},
      year      = {2021},
      url       = {http://ceur-ws.org/Vol-3052/paper8.pdf},
    }

     

2020

  • Nicolas Tempelmeier, Stefan Dietze, Elena Demidova: Crosstown traffic - supervised prediction of impact of planned special events on urban traffic. GeoInformatica 24(2): 339-370 (2020) [URL]
  • BibTeX

    @article{TempelmeierDD20,
      author    = {Nicolas Tempelmeier and
                   Stefan Dietze and
                   Elena Demidova},
      title     = {Crosstown traffic - supervised prediction of impact of planned special
                   events on urban traffic},
      journal   = {GeoInformatica},
      volume    = {24},
      number    = {2},
      pages     = {339--370},
      year      = {2020},
      doi       = {10.1007/s10707-019-00366-x},
    }

     

  • Gerhard Gossen, Thomas Risse, Elena Demidova: Towards extracting event-centric collections from Web archives. Int. J. Digit. Libr. 21(1): 31-45 (2020) [URL]
  • BibTeX

    @article{GossenRD20,
      author    = {Gerhard Gossen and
                   Thomas Risse and
                   Elena Demidova},
      title     = {Towards extracting event-centric collections from Web archives},
      journal   = {Int. J. Digit. Libr.},
      volume    = {21},
      number    = {1},
      pages     = {31--45},
      year      = {2020},
      doi       = {10.1007/s00799-018-0258-6},
    }

     

  • Hamid Zafar, Mohnish Dubey, Jens Lehmann, Elena Demidova: IQA: Interactive query construction in semantic question answering systems. J. Web Semant. 64: 100586 (2020) [accepted version] [URL]
  • BibTeX

    @article{ZafarDLD20,
      author    = {Hamid Zafar and
                   Mohnish Dubey and
                   Jens Lehmann and
                   Elena Demidova},
      title     = {{IQA:} Interactive query construction in semantic question answering
                   systems},
      journal   = {J. Web Semant.},
      volume    = {64},
      pages     = {100586},
      year      = {2020},
      doi       = {10.1016/j.websem.2020.100586},
    }

     

  • Tarcísio Souza Costa, Simon Gottschalk, Elena Demidova: Event-QA: A Dataset for Event-Centric Question Answering over Knowledge Graphs. CIKM 2020: 3157-3164 [accepted version] [URL]
  • BibTeX

    @inproceedings{CostaGD20,
      author    = {Tarc{\'{\i}}sio Souza Costa and
                   Simon Gottschalk and
                   Elena Demidova},
      title     = {Event-QA: {A} Dataset for Event-Centric Question Answering over Knowledge
                   Graphs},
      booktitle = {Proc. of The 29th {ACM} International Conference on Information
                   and Knowledge Management, {CIKM} '20},
      pages     = {3157--3164},
      publisher = {{ACM}},
      year      = {2020},
      doi       = {10.1145/3340531.3412760},
    }

     

  • Anisa Rula, Amrapali Zaveri, Elena Simperl, Elena Demidova (Eds). Special Issue on Quality Assessment of Knowledge Graphs Dedicated to the Memory of Amrapali Zaveri. ACM J. Data Inf. Qual. 12(2), 2020 [URL]
  • BibTeX

    @article{RulaZSD20,
      author    = {Anisa Rula and
                   Amrapali Zaveri and
                   Elena Simperl and
                   Elena Demidova},
      title     = {Editorial: Special Issue on Quality Assessment of Knowledge Graphs
                   Dedicated to the Memory of Amrapali Zaveri},
      journal   = {{ACM} J. Data Inf. Qual.},
      volume    = {12},
      number    = {2},
      pages     = {7:1--7:4},
      year      = {2020},
      doi       = {10.1145/3388748},
    }

     

  • Sara Abdollahi, Simon Gottschalk, Elena Demidova: EventKG+Click: A Dataset of Language-specific Event-centric User Interaction Traces. CLEOPATRA@ESWC 2020: 32-42 [URL]
  • BibTeX

    @inproceedings{AbdollahiGD20,
      author    = {Sara Abdollahi and
                   Simon Gottschalk and
                   Elena Demidova},
      title     = {EventKG+Click: {A} Dataset of Language-specific Event-centric User
                   Interaction Traces},
      booktitle = {Proceedings of the 1st International Workshop on Cross-lingual Event-centric
                   Open Analytics co-located with the 17th Extended Semantic Web Conference
                   {(ESWC} 2020)},
      series    = {{CEUR} Workshop Proceedings},
      volume    = {2611},
      pages     = {32--42},
      publisher = {CEUR-WS.org},
      year      = {2020},
      url       = {http://ceur-ws.org/Vol-2611/paper3.pdf},
    }

     

  • Simon Gottschalk, Elena Demidova: EventKG+BT: Generation of Interactive Biography Timelines from a Knowledge Graph. ESWC 2020 (Satellite Events): 91-97 [accepted version] [URL]
  • BibTeX

    @inproceedings{GottschalkD20,
      author    = {Simon Gottschalk and
                   Elena Demidova},
      title     = {EventKG+BT: Generation of Interactive Biography Timelines from a Knowledge
                   Graph},
      booktitle = {{ESWC} 2020 Satellite Events, Revised Selected
                   Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {12124},
      pages     = {91--97},
      publisher = {Springer},
      year      = {2020},
      doi       = {10.1007/978-3-030-62327-2\_16},
    }

     

2019

  • Simon Gottschalk, Elena Demidova: EventKG - the hub of event knowledge on the web - and biographical timeline generation. Semantic Web 10(6): 1039-1070 (2019) [accepted version] [URL]
  • BibTeX

    @article{GottschalkD19,
      author    = {Simon Gottschalk and
                   Elena Demidova},
      title     = {EventKG - the hub of event knowledge on the web - and biographical
                   timeline generation},
      journal   = {Semantic Web},
      volume    = {10},
      number    = {6},
      pages     = {1039--1070},
      year      = {2019},
      doi       = {10.3233/SW-190355},
    }

     

  • Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova: ST-Discovery: Data-Driven Discovery of Structural Dependencies in Urban Road Networks. SIGSPATIAL/GIS 2019: 488-491 [URL]
  • BibTeX

    @inproceedings{TempelmeierFWD19,
      author    = {Nicolas Tempelmeier and
                   Udo Feuerhake and
                   Oskar Wage and
                   Elena Demidova},
      title     = {ST-Discovery: Data-Driven Discovery of Structural Dependencies in
                   Urban Road Networks},
      booktitle = {Proceedings of the 27th {ACM} {SIGSPATIAL} International Conference
                   on Advances in Geographic Information Systems, {SIGSPATIAL} 2019},
      pages     = {488--491},
      publisher = {{ACM}},
      year      = {2019},
      doi       = {10.1145/3347146.3359109},
    }

     

  • Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova: Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. SEMANTiCS 2019: 359-366 [URL]
  • BibTeX

    @inproceedings{GottschalkTKIFD19,
      author    = {Simon Gottschalk and
                   Nicolas Tempelmeier and
                   G{\"{u}}nter Kniesel and
                   Vasileios Iosifidis and
                   Besnik Fetahu and
                   Elena Demidova},
      title     = {Simple-ML: Towards a Framework for Semantic Data Analytics Workflows},
      booktitle = {Proceedings of the 15th International
                   Conference, SEMANTiCS 2019},
      series    = {Lecture Notes in Computer Science},
      volume    = {11702},
      pages     = {359--366},
      publisher = {Springer},
      year      = {2019},
      doi       = {10.1007/978-3-030-33220-4\_26},
    }

     

  • Simon Gottschalk, Elena Demidova: HapPenIng: Happen, Predict, Infer - Event Series Completion in a Knowledge Graph. ISWC (1) 2019: 200-218 [accepted version] [URL]
  • BibTeX

    @inproceedings{GottschalkD19,
      author    = {Simon Gottschalk and
                   Elena Demidova},
      title     = {HapPenIng: Happen, Predict, Infer - Event Series Completion in a Knowledge
                   Graph},
      booktitle = {Proc. of the 18th International Semantic Web Conference, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11778},
      pages     = {200--218},
      publisher = {Springer},
      year      = {2019},
      doi       = {10.1007/978-3-030-30793-6\_12},
    }

     

  • Nicolas Tempelmeier, Yannick Rietz, Iryna Lishchuk, Tina Kruegel, Olaf Mumm, Vanessa Miriam Carlow, Stefan Dietze, Elena Demidova: Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications in Urban Regions. WWW (Companion Volume) 2019: 137-145 [accepted version] [URL]
  • BibTeX

    @inproceedings{TempelmeierRLKM19,
      author    = {Nicolas Tempelmeier and
                   Yannick Rietz and
                   Iryna V. Lishchuk and
                   Tina Kruegel and
                   Olaf Mumm and
                   Vanessa Miriam Carlow and
                   Stefan Dietze and
                   Elena Demidova},
      title     = {Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications
                   in Urban Regions},
      booktitle = {Companion Proc. of The 2019 World Wide Web Conference, {WWW} 2019,
      pages     = {137--145},
      publisher = {{ACM}},
      year      = {2019},
      doi       = {10.1145/3308560.3317055},
    }

     

  • Stefan Dietze, Elena Demidova, Konstantin Todorov: RDF Dataset Profiling. Encyclopedia of Big Data Technologies 2019. [URL]
  • BibTeX

    @incollection{DietzeDT19,
      author    = {Stefan Dietze and
                   Elena Demidova and
                   Konstantin Todorov},
      title     = {{RDF} Dataset Profiling},
      booktitle = {Encyclopedia of Big Data Technologies},
      publisher = {Springer},
      year      = {2019},
      doi       = {10.1007/978-3-319-63962-8\_288-1},
    }

     

 

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