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CEUR-WS.org, 2016.","bibtex":"@book{Fundulaki_Krithara_Ngonga Ngomo_Rentoumi_2016, series={{CEUR} Workshop Proceedings}, title={Proceedings of the Workshop on Benchmarking Linked Data (BLINK 2016) co-located with the 15th International Semantic Web Conference (ISWC), Kobe, Japan, October 18, 2016}, volume={1700}, publisher={CEUR-WS.org}, year={2016}, collection={{CEUR} Workshop Proceedings} }","short":"I. Fundulaki, A. Krithara, A.-C. Ngonga Ngomo, V. Rentoumi, eds., Proceedings of the Workshop on Benchmarking Linked Data (BLINK 2016) Co-Located with the 15th International Semantic Web Conference (ISWC), Kobe, Japan, October 18, 2016, CEUR-WS.org, 2016.","apa":"Fundulaki, I., Krithara, A., Ngonga Ngomo, A.-C., &#38; Rentoumi, V. (Eds.). (2016). <i>Proceedings of the Workshop on Benchmarking Linked Data (BLINK 2016) co-located with the 15th International Semantic Web Conference (ISWC), Kobe, Japan, October 18, 2016</i> (Vol. 1700). CEUR-WS.org."},"intvolume":"      1700","year":"2016","title":"Proceedings of the Workshop on Benchmarking Linked Data (BLINK 2016) co-located with the 15th International Semantic Web Conference (ISWC), Kobe, Japan, October 18, 2016","date_created":"2021-10-18T21:32:04Z","volume":1700,"publisher":"CEUR-WS.org","date_updated":"2022-01-06T06:57:21Z"},{"status":"public","type":"journal_article","publication":"CoRR","language":[{"iso":"eng"}],"_id":"26484","user_id":"15526","year":"2016","citation":{"apa":"Thakkar, H., Dubey, M., Sejdiu, G., Ngonga Ngomo, A.-C., Debattista, J., Lange, C., Lehmann, J., Auer, S., &#38; Vidal, M.-E. (2016). LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions. <i>CoRR</i>, <i>abs/1608.02800</i>.","mla":"Thakkar, Harsh, et al. “LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions.” <i>CoRR</i>, vol. abs/1608.02800, 2016.","bibtex":"@article{Thakkar_Dubey_Sejdiu_Ngonga Ngomo_Debattista_Lange_Lehmann_Auer_Vidal_2016, title={LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions}, volume={abs/1608.02800}, journal={CoRR}, author={Thakkar, Harsh and Dubey, Mohnish and Sejdiu, Gezim and Ngonga Ngomo, Axel-Cyrille and Debattista, Jeremy and Lange, Christoph and Lehmann, Jens and Auer, Sören and Vidal, Maria-Esther}, year={2016} }","short":"H. Thakkar, M. Dubey, G. Sejdiu, A.-C. Ngonga Ngomo, J. Debattista, C. Lange, J. Lehmann, S. Auer, M.-E. Vidal, CoRR abs/1608.02800 (2016).","ama":"Thakkar H, Dubey M, Sejdiu G, et al. LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions. <i>CoRR</i>. 2016;abs/1608.02800.","chicago":"Thakkar, Harsh, Mohnish Dubey, Gezim Sejdiu, Axel-Cyrille Ngonga Ngomo, Jeremy Debattista, Christoph Lange, Jens Lehmann, Sören Auer, and Maria-Esther Vidal. “LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions.” <i>CoRR</i> abs/1608.02800 (2016).","ieee":"H. Thakkar <i>et al.</i>, “LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions,” <i>CoRR</i>, vol. abs/1608.02800, 2016."},"title":"LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions","date_updated":"2022-01-06T06:57:21Z","author":[{"first_name":"Harsh","last_name":"Thakkar","full_name":"Thakkar, Harsh"},{"first_name":"Mohnish","last_name":"Dubey","full_name":"Dubey, Mohnish"},{"full_name":"Sejdiu, Gezim","last_name":"Sejdiu","first_name":"Gezim"},{"last_name":"Ngonga Ngomo","full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","first_name":"Axel-Cyrille"},{"last_name":"Debattista","full_name":"Debattista, Jeremy","first_name":"Jeremy"},{"first_name":"Christoph","full_name":"Lange, Christoph","last_name":"Lange"},{"first_name":"Jens","last_name":"Lehmann","full_name":"Lehmann, Jens"},{"first_name":"Sören","full_name":"Auer, Sören","last_name":"Auer"},{"first_name":"Maria-Esther","full_name":"Vidal, Maria-Esther","last_name":"Vidal"}],"date_created":"2021-10-18T21:32:48Z","volume":"abs/1608.02800"},{"title":"Self-Wiring Question Answering Systems","author":[{"first_name":"Ricardo","full_name":"Usbeck, Ricardo","last_name":"Usbeck"},{"last_name":"Huthmann","full_name":"Huthmann, Jonathan","first_name":"Jonathan"},{"last_name":"Duldhardt","full_name":"Duldhardt, Nico","first_name":"Nico"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_created":"2021-10-18T21:33:51Z","volume":"abs/1611.01802","date_updated":"2022-01-06T06:57:21Z","citation":{"short":"R. Usbeck, J. Huthmann, N. Duldhardt, A.-C. Ngonga Ngomo, CoRR abs/1611.01802 (2016).","mla":"Usbeck, Ricardo, et al. “Self-Wiring Question Answering Systems.” <i>CoRR</i>, vol. abs/1611.01802, 2016.","bibtex":"@article{Usbeck_Huthmann_Duldhardt_Ngonga Ngomo_2016, title={Self-Wiring Question Answering Systems}, volume={abs/1611.01802}, journal={CoRR}, author={Usbeck, Ricardo and Huthmann, Jonathan and Duldhardt, Nico and Ngonga Ngomo, Axel-Cyrille}, year={2016} }","apa":"Usbeck, R., Huthmann, J., Duldhardt, N., &#38; Ngonga Ngomo, A.-C. (2016). Self-Wiring Question Answering Systems. <i>CoRR</i>, <i>abs/1611.01802</i>.","ama":"Usbeck R, Huthmann J, Duldhardt N, Ngonga Ngomo A-C. Self-Wiring Question Answering Systems. <i>CoRR</i>. 2016;abs/1611.01802.","chicago":"Usbeck, Ricardo, Jonathan Huthmann, Nico Duldhardt, and Axel-Cyrille Ngonga Ngomo. “Self-Wiring Question Answering Systems.” <i>CoRR</i> abs/1611.01802 (2016).","ieee":"R. Usbeck, J. Huthmann, N. Duldhardt, and A.-C. Ngonga Ngomo, “Self-Wiring Question Answering Systems,” <i>CoRR</i>, vol. abs/1611.01802, 2016."},"year":"2016","language":[{"iso":"eng"}],"user_id":"15526","_id":"26485","status":"public","type":"journal_article","publication":"CoRR"},{"year":"2016","citation":{"chicago":"Ahmed Sherif, Mohamed, Kevin Dreßler, Panayiotis Smeros, and Axel-Cyrille Ngonga Ngomo. “Annex: Radon - Rapid Discovery of Topological Relations.” <i>CoRR</i> abs/1611.06128 (2016).","ieee":"M. Ahmed Sherif, K. Dreßler, P. Smeros, and A.-C. Ngonga Ngomo, “Annex: Radon - Rapid Discovery of Topological Relations,” <i>CoRR</i>, vol. abs/1611.06128, 2016.","ama":"Ahmed Sherif M, Dreßler K, Smeros P, Ngonga Ngomo A-C. Annex: Radon - Rapid Discovery of Topological Relations. <i>CoRR</i>. 2016;abs/1611.06128.","apa":"Ahmed Sherif, M., Dreßler, K., Smeros, P., &#38; Ngonga Ngomo, A.-C. (2016). Annex: Radon - Rapid Discovery of Topological Relations. <i>CoRR</i>, <i>abs/1611.06128</i>.","bibtex":"@article{Ahmed Sherif_Dreßler_Smeros_Ngonga Ngomo_2016, title={Annex: Radon - Rapid Discovery of Topological Relations}, volume={abs/1611.06128}, journal={CoRR}, author={Ahmed Sherif, Mohamed and Dreßler, Kevin and Smeros, Panayiotis and Ngonga Ngomo, Axel-Cyrille}, year={2016} }","mla":"Ahmed Sherif, Mohamed, et al. “Annex: Radon - Rapid Discovery of Topological Relations.” <i>CoRR</i>, vol. abs/1611.06128, 2016.","short":"M. Ahmed Sherif, K. Dreßler, P. Smeros, A.-C. Ngonga Ngomo, CoRR abs/1611.06128 (2016)."},"title":"Annex: Radon - Rapid Discovery of Topological Relations","date_updated":"2022-01-06T06:57:21Z","author":[{"full_name":"Ahmed Sherif, Mohamed","last_name":"Ahmed Sherif","first_name":"Mohamed"},{"id":"78256","full_name":"Dreßler, Kevin","last_name":"Dreßler","first_name":"Kevin"},{"last_name":"Smeros","full_name":"Smeros, Panayiotis","first_name":"Panayiotis"},{"first_name":"Axel-Cyrille","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo"}],"date_created":"2021-10-18T21:34:37Z","volume":"abs/1611.06128","status":"public","type":"journal_article","publication":"CoRR","language":[{"iso":"eng"}],"_id":"26486","user_id":"15526"},{"user_id":"15526","_id":"26487","language":[{"iso":"eng"}],"publication":"CoRR","type":"journal_article","status":"public","volume":"abs/1612.00240","author":[{"first_name":"Kleanthi","full_name":"Georgala, Kleanthi","last_name":"Georgala"},{"first_name":"Michael","full_name":"Hoffmann, Michael","last_name":"Hoffmann"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_created":"2021-10-18T21:35:55Z","date_updated":"2022-01-06T06:57:21Z","title":"An Evaluation of Models for Runtime Approximation in Link Discovery","citation":{"bibtex":"@article{Georgala_Hoffmann_Ngonga Ngomo_2016, title={An Evaluation of Models for Runtime Approximation in Link Discovery}, volume={abs/1612.00240}, journal={CoRR}, author={Georgala, Kleanthi and Hoffmann, Michael and Ngonga Ngomo, Axel-Cyrille}, year={2016} }","short":"K. Georgala, M. Hoffmann, A.-C. Ngonga Ngomo, CoRR abs/1612.00240 (2016).","mla":"Georgala, Kleanthi, et al. “An Evaluation of Models for Runtime Approximation in Link Discovery.” <i>CoRR</i>, vol. abs/1612.00240, 2016.","apa":"Georgala, K., Hoffmann, M., &#38; Ngonga Ngomo, A.-C. (2016). An Evaluation of Models for Runtime Approximation in Link Discovery. <i>CoRR</i>, <i>abs/1612.00240</i>.","ieee":"K. Georgala, M. Hoffmann, and A.-C. Ngonga Ngomo, “An Evaluation of Models for Runtime Approximation in Link Discovery,” <i>CoRR</i>, vol. abs/1612.00240, 2016.","chicago":"Georgala, Kleanthi, Michael Hoffmann, and Axel-Cyrille Ngonga Ngomo. “An Evaluation of Models for Runtime Approximation in Link Discovery.” <i>CoRR</i> abs/1612.00240 (2016).","ama":"Georgala K, Hoffmann M, Ngonga Ngomo A-C. An Evaluation of Models for Runtime Approximation in Link Discovery. <i>CoRR</i>. 2016;abs/1612.00240."},"year":"2016"},{"status":"public","type":"journal_article","publication":"{ERCIM} News","language":[{"iso":"eng"}],"user_id":"15526","_id":"26488","citation":{"short":"A.-C. Ngonga Ngomo, A. García-Rojas, I. Fundulaki, {ERCIM} News 2016 (2016).","mla":"Ngonga Ngomo, Axel-Cyrille, et al. “HOBBIT: Holistic Benchmarking of Big Linked Data.” <i>{ERCIM} News</i>, vol. 2016, no. 105, 2016.","bibtex":"@article{Ngonga Ngomo_García-Rojas_Fundulaki_2016, title={HOBBIT: Holistic Benchmarking of Big Linked Data}, volume={2016}, number={105}, journal={{ERCIM} News}, author={Ngonga Ngomo, Axel-Cyrille and García-Rojas, Alejandra and Fundulaki, Irini}, year={2016} }","apa":"Ngonga Ngomo, A.-C., García-Rojas, A., &#38; Fundulaki, I. (2016). HOBBIT: Holistic Benchmarking of Big Linked Data. <i>{ERCIM} News</i>, <i>2016</i>(105).","ieee":"A.-C. Ngonga Ngomo, A. García-Rojas, and I. Fundulaki, “HOBBIT: Holistic Benchmarking of Big Linked Data,” <i>{ERCIM} News</i>, vol. 2016, no. 105, 2016.","chicago":"Ngonga Ngomo, Axel-Cyrille, Alejandra García-Rojas, and Irini Fundulaki. “HOBBIT: Holistic Benchmarking of Big Linked Data.” <i>{ERCIM} News</i> 2016, no. 105 (2016).","ama":"Ngonga Ngomo A-C, García-Rojas A, Fundulaki I. HOBBIT: Holistic Benchmarking of Big Linked Data. <i>{ERCIM} News</i>. 2016;2016(105)."},"intvolume":"      2016","year":"2016","issue":"105","title":"HOBBIT: Holistic Benchmarking of Big Linked Data","author":[{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille"},{"first_name":"Alejandra","full_name":"García-Rojas, Alejandra","last_name":"García-Rojas"},{"first_name":"Irini","full_name":"Fundulaki, Irini","last_name":"Fundulaki"}],"date_created":"2021-10-18T21:36:38Z","volume":2016,"date_updated":"2022-01-06T06:57:21Z"},{"year":"2016","page":"e1760","intvolume":"         4","citation":{"short":"T. Kuhn, C. Chichester, M. Krauthammer, N. Queralt-Rosinach, R. Verborgh, G. Giannakopoulos, A.-C. Ngonga Ngomo, R. Viglianti, M. Dumontier, PeerJ Prepr. 4 (2016) e1760.","bibtex":"@article{Kuhn_Chichester_Krauthammer_Queralt-Rosinach_Verborgh_Giannakopoulos_Ngonga Ngomo_Viglianti_Dumontier_2016, title={Decentralized provenance-aware publishing with nanopublications}, volume={4}, DOI={<a href=\"https://doi.org/10.7287/peerj.preprints.1760v1\">10.7287/peerj.preprints.1760v1</a>}, journal={PeerJ Prepr.}, author={Kuhn, Tobias and Chichester, Christine and Krauthammer, Michael and Queralt-Rosinach, Núria and Verborgh, Ruben and Giannakopoulos, George and Ngonga Ngomo, Axel-Cyrille and Viglianti, Raffaele and Dumontier, Michel}, year={2016}, pages={e1760} }","mla":"Kuhn, Tobias, et al. “Decentralized Provenance-Aware Publishing with Nanopublications.” <i>PeerJ Prepr.</i>, vol. 4, 2016, p. e1760, doi:<a href=\"https://doi.org/10.7287/peerj.preprints.1760v1\">10.7287/peerj.preprints.1760v1</a>.","apa":"Kuhn, T., Chichester, C., Krauthammer, M., Queralt-Rosinach, N., Verborgh, R., Giannakopoulos, G., Ngonga Ngomo, A.-C., Viglianti, R., &#38; Dumontier, M. (2016). Decentralized provenance-aware publishing with nanopublications. <i>PeerJ Prepr.</i>, <i>4</i>, e1760. <a href=\"https://doi.org/10.7287/peerj.preprints.1760v1\">https://doi.org/10.7287/peerj.preprints.1760v1</a>","ama":"Kuhn T, Chichester C, Krauthammer M, et al. Decentralized provenance-aware publishing with nanopublications. <i>PeerJ Prepr</i>. 2016;4:e1760. doi:<a href=\"https://doi.org/10.7287/peerj.preprints.1760v1\">10.7287/peerj.preprints.1760v1</a>","chicago":"Kuhn, Tobias, Christine Chichester, Michael Krauthammer, Núria Queralt-Rosinach, Ruben Verborgh, George Giannakopoulos, Axel-Cyrille Ngonga Ngomo, Raffaele Viglianti, and Michel Dumontier. “Decentralized Provenance-Aware Publishing with Nanopublications.” <i>PeerJ Prepr.</i> 4 (2016): e1760. <a href=\"https://doi.org/10.7287/peerj.preprints.1760v1\">https://doi.org/10.7287/peerj.preprints.1760v1</a>.","ieee":"T. Kuhn <i>et al.</i>, “Decentralized provenance-aware publishing with nanopublications,” <i>PeerJ Prepr.</i>, vol. 4, p. e1760, 2016, doi: <a href=\"https://doi.org/10.7287/peerj.preprints.1760v1\">10.7287/peerj.preprints.1760v1</a>."},"date_updated":"2022-01-06T06:57:21Z","volume":4,"date_created":"2021-10-18T21:38:11Z","author":[{"full_name":"Kuhn, Tobias","last_name":"Kuhn","first_name":"Tobias"},{"last_name":"Chichester","full_name":"Chichester, Christine","first_name":"Christine"},{"last_name":"Krauthammer","full_name":"Krauthammer, Michael","first_name":"Michael"},{"first_name":"Núria","last_name":"Queralt-Rosinach","full_name":"Queralt-Rosinach, Núria"},{"last_name":"Verborgh","full_name":"Verborgh, Ruben","first_name":"Ruben"},{"first_name":"George","full_name":"Giannakopoulos, George","last_name":"Giannakopoulos"},{"first_name":"Axel-Cyrille","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo"},{"full_name":"Viglianti, Raffaele","last_name":"Viglianti","first_name":"Raffaele"},{"first_name":"Michel","full_name":"Dumontier, Michel","last_name":"Dumontier"}],"title":"Decentralized provenance-aware publishing with nanopublications","doi":"10.7287/peerj.preprints.1760v1","publication":"PeerJ Prepr.","type":"journal_article","status":"public","_id":"26489","user_id":"15526","language":[{"iso":"eng"}]},{"status":"public","type":"conference","publication":"Proceedings of Ontology Matching Workshop","keyword":["sherif hassan soru lehmann ngonga geoknow group\\_aksw SIMBA DICE sys:relevantFor:infai sys:relevantFor:bis limes"],"language":[{"iso":"eng"}],"_id":"29031","user_id":"67234","year":"2016","citation":{"ieee":"M. Sherif, M. Hassan, T. Soru, A.-C. Ngonga Ngomo, and J. Lehmann, “Lion’s Den: Feeding the LinkLion,” 2016.","chicago":"Sherif, Mohamed, Mofeed Hassan, Tommaso Soru, Axel-Cyrille Ngonga Ngomo, and Jens Lehmann. “Lion’s Den: Feeding the LinkLion.” In <i>Proceedings of Ontology Matching Workshop</i>, 2016.","ama":"Sherif M, Hassan M, Soru T, Ngonga Ngomo A-C, Lehmann J. Lion’s Den: Feeding the LinkLion. In: <i>Proceedings of Ontology Matching Workshop</i>. ; 2016.","short":"M. Sherif, M. Hassan, T. Soru, A.-C. Ngonga Ngomo, J. Lehmann, in: Proceedings of Ontology Matching Workshop, 2016.","mla":"Sherif, Mohamed, et al. “Lion’s Den: Feeding the LinkLion.” <i>Proceedings of Ontology Matching Workshop</i>, 2016.","bibtex":"@inproceedings{Sherif_Hassan_Soru_Ngonga Ngomo_Lehmann_2016, title={Lion’s Den: Feeding the LinkLion}, booktitle={Proceedings of Ontology Matching Workshop}, author={Sherif, Mohamed and Hassan, Mofeed and Soru, Tommaso and Ngonga Ngomo, Axel-Cyrille and Lehmann, Jens}, year={2016} }","apa":"Sherif, M., Hassan, M., Soru, T., Ngonga Ngomo, A.-C., &#38; Lehmann, J. (2016). Lion’s Den: Feeding the LinkLion. <i>Proceedings of Ontology Matching Workshop</i>."},"title":"Lion's Den: Feeding the LinkLion","date_updated":"2023-08-16T10:01:07Z","date_created":"2021-12-17T10:00:02Z","author":[{"first_name":"Mohamed","id":"67234","full_name":"Sherif, Mohamed","orcid":"https://orcid.org/0000-0002-9927-2203","last_name":"Sherif"},{"full_name":"Hassan, Mofeed","last_name":"Hassan","first_name":"Mofeed"},{"full_name":"Soru, Tommaso","last_name":"Soru","first_name":"Tommaso"},{"last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille"},{"full_name":"Lehmann, Jens","last_name":"Lehmann","first_name":"Jens"}]},{"_id":"29016","user_id":"67234","keyword":["sys:relevantFor:infai group\\_aksw simba georgala sherif ngonga sake projecthobbit limes dice"],"language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016","status":"public","date_updated":"2023-08-16T10:05:14Z","date_created":"2021-12-17T09:55:45Z","author":[{"first_name":"Kleanthi","full_name":"Georgala, Kleanthi","last_name":"Georgala"},{"first_name":"Mohamed","id":"67234","full_name":"Sherif, Mohamed","last_name":"Sherif","orcid":"https://orcid.org/0000-0002-9927-2203"},{"first_name":"Axel-Cyrille","last_name":"Ngonga Ngomo","id":"65716","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"title":"An Efficient Approach for the Generation of Allen Relations","year":"2016","citation":{"ieee":"K. Georgala, M. Sherif, and A.-C. Ngonga Ngomo, “An Efficient Approach for the Generation of Allen Relations,” 2016.","chicago":"Georgala, Kleanthi, Mohamed Sherif, and Axel-Cyrille Ngonga Ngomo. “An Efficient Approach for the Generation of Allen Relations.” In <i>Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016</i>, 2016.","ama":"Georgala K, Sherif M, Ngonga Ngomo A-C. An Efficient Approach for the Generation of Allen Relations. In: <i>Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016</i>. ; 2016.","short":"K. Georgala, M. Sherif, A.-C. Ngonga Ngomo, in: Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016, 2016.","mla":"Georgala, Kleanthi, et al. “An Efficient Approach for the Generation of Allen Relations.” <i>Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016</i>, 2016.","bibtex":"@inproceedings{Georgala_Sherif_Ngonga Ngomo_2016, title={An Efficient Approach for the Generation of Allen Relations}, booktitle={Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016}, author={Georgala, Kleanthi and Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, year={2016} }","apa":"Georgala, K., Sherif, M., &#38; Ngonga Ngomo, A.-C. (2016). An Efficient Approach for the Generation of Allen Relations. <i>Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) 2016, The Hague, 29. August - 02. September 2016</i>."}},{"abstract":[{"lang":"eng","text":"The concept of social dominance has been used in a plethora of studies to assess animal behaviour and relationships between individuals for nearly a century. Nevertheless, a standard approach does not yet exist to assess dominance in species that have a nonlinear or weakly linear hierarchical structure. We amassed 316 published data sets and show that 73.7% of the data sets and 90.3% of 103 species that we reviewed do not have a strongly linear structure. Herein, we present a novel method, ADAGIO, for assessing the structure of dominance networks. ADAGIO computes dominance hierarchies, in the form of directed acyclic graphs, to represent the dominance relations of a given group of animals. Thus far, most methods for computing dominance ranks assume implicitly that the dominance relation is a total order of the individuals in a group. ADAGIO does not assume or require this to be always true, and is hence more appropriate for analysing dominance hierarchies that are not strongly linear. We evaluated our approach against other frequently used methods, I&SI, David's score and Elo-rating, on 12 000 simulated data sets and on 279 interaction matrices from published, empirical data. The results from the simulated data show that ADAGIO achieves a significantly smaller error, and hence performs better when assigning ranks than other methods. Additionally, ADAGIO generated accurate dominance hierarchies for empirical data sets with a high index of linearity. Hence, our findings suggest that ADAGIO is currently the most reliable method to assess social dominance in gregarious animals living in groups of any size. Furthermore, since ADAGIO was designed to be generic, its applicability has the potential to extend beyond dominance data. The source code of our algorithm and all simulations used for this paper are publicly available at http://ngonga.github.io/adagio/."}],"publication":"Animal Behaviour","language":[{"iso":"eng"}],"keyword":["aggression","behaviour","comparability","directed acyclic graph","hierarchy","linearity","nonlinearity","social rank","totality"],"year":"2016","title":"A novel approach for dominance assessment in gregarious species: ADAGIO","date_created":"2025-08-26T19:24:18Z","publisher":"Elsevier BV","status":"public","type":"journal_article","extern":"1","article_type":"original","user_id":"72311","department":[{"_id":"40"}],"_id":"61025","citation":{"ama":"Douglas PH, Ngonga Ngomo A-C, Hohmann G. A novel approach for dominance assessment in gregarious species: ADAGIO. <i>Animal Behaviour</i>. 2016;123:21-32. doi:<a href=\"https://doi.org/10.1016/j.anbehav.2016.10.014\">10.1016/j.anbehav.2016.10.014</a>","chicago":"Douglas, Pamela Heidi, Axel-Cyrille Ngonga Ngomo, and Gottfried Hohmann. “A Novel Approach for Dominance Assessment in Gregarious Species: ADAGIO.” <i>Animal Behaviour</i> 123 (2016): 21–32. <a href=\"https://doi.org/10.1016/j.anbehav.2016.10.014\">https://doi.org/10.1016/j.anbehav.2016.10.014</a>.","ieee":"P. H. Douglas, A.-C. Ngonga Ngomo, and G. Hohmann, “A novel approach for dominance assessment in gregarious species: ADAGIO,” <i>Animal Behaviour</i>, vol. 123, pp. 21–32, 2016, doi: <a href=\"https://doi.org/10.1016/j.anbehav.2016.10.014\">10.1016/j.anbehav.2016.10.014</a>.","mla":"Douglas, Pamela Heidi, et al. “A Novel Approach for Dominance Assessment in Gregarious Species: ADAGIO.” <i>Animal Behaviour</i>, vol. 123, Elsevier BV, 2016, pp. 21–32, doi:<a href=\"https://doi.org/10.1016/j.anbehav.2016.10.014\">10.1016/j.anbehav.2016.10.014</a>.","bibtex":"@article{Douglas_Ngonga Ngomo_Hohmann_2016, title={A novel approach for dominance assessment in gregarious species: ADAGIO}, volume={123}, DOI={<a href=\"https://doi.org/10.1016/j.anbehav.2016.10.014\">10.1016/j.anbehav.2016.10.014</a>}, journal={Animal Behaviour}, publisher={Elsevier BV}, author={Douglas, Pamela Heidi and Ngonga Ngomo, Axel-Cyrille and Hohmann, Gottfried}, year={2016}, pages={21–32} }","short":"P.H. Douglas, A.-C. Ngonga Ngomo, G. Hohmann, Animal Behaviour 123 (2016) 21–32.","apa":"Douglas, P. H., Ngonga Ngomo, A.-C., &#38; Hohmann, G. (2016). 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