Publications
2022
- Sara Abdollahi, Simon Gottschalk, Elena Demidova. LaSER: Language-Specific Event Recommendation. Accepted for publication in the Journal of Web Semantics, to appear.
- Rajjat Dadwal, Thorben Funke, Michael Nüsken, Elena Demidova. W-Trace: Robust and Effective Watermarking for GPS Trajectories. In Proc. of the ACM SIGSPATIAL 2022, to appear.
- Leonie von Wahl, 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.
- Kelvin Sopnan Wowo, Rajjat Dadwal, Timo Graen, Andrea Fiege, Michael Nolting, Wolfgang Nejdl, Elena Demidova, Thorben Funke. Using Vehicle Data to Enhance Prediction of Accident-Prone Areas. In Proc. of the IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) 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.
- Simon Gottschalk, Elena Demidova. Tab2KG: Semantic Table Interpretation with Lightweight Semantic Profiles. In Semantic Web 13(3): 571-597 (2022)
- Tin Kuculo, Simon Gottschalk and Elena Demidova. QuoteKG: A Multilingual Knowledge Graph of Quotes. In Proc. of ESWC 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
- 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).
- 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.
- 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).
- 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.
- 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.
- 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.
- 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]
- Daniel Gomes, Elena Demidova, Jane Winters, Thomas Risse (Eds.) The Past Web. Exploring Web Archives. Springer. [URL]
- 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).
- 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]
- 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]
- 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]
- 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.
- 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]
- Gerhard Gossen, Thomas Risse, Elena Demidova: Towards extracting event-centric collections from Web archives. Int. J. Digit. Libr. 21(1): 31-45 (2020) [URL]
- 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]
- 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]
- 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]
- Sara Abdollahi, Simon Gottschalk, Elena Demidova: EventKG+Click: A Dataset of Language-specific Event-centric User Interaction Traces. CLEOPATRA@ESWC 2020: 32-42 [URL]
- Simon Gottschalk, Elena Demidova: EventKG+BT: Generation of Interactive Biography Timelines from a Knowledge Graph. ESWC 2020 (Satellite Events): 91-97 [accepted version] [URL]
- 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]
- 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]
- 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]
- Simon Gottschalk, Elena Demidova: HapPenIng: Happen, Predict, Infer - Event Series Completion in a Knowledge Graph. ISWC (1) 2019: 200-218 [accepted version] [URL]
- 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]
- Stefan Dietze, Elena Demidova, Konstantin Todorov: RDF Dataset Profiling. Encyclopedia of Big Data Technologies 2019. [URL]
BibTeX
@inproceedings{WahlTSD22,
author = {Leonie von Wahl and
Nicolas Tempelmeier and
Ashutosh Sao and
Elena Demidova},
title = {Reinforcement Learning-based Placement of Charging Stations in Urban
Road Networks},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining},
pages = {3992--4000},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539154},
}
Links
Published version: https://doi.org/10.1145/3534678.3539154
Preprint: https://arxiv.org/abs/2206.06011
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
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
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},
}
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
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
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
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
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
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
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
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
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",
}
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},
}
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},
}
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},
}
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},
}
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
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},
}
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},
}
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},
}
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},
}
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},
}
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},
}
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
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},
}
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},
}
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},
}
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},
}
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},
}
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},
}
