<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Gengchen Mai</style></author><author><style face="normal" font="default" size="100%">Shirly Stephen</style></author><author><style face="normal" font="default" size="100%">Rui Zhu</style></author><author><style face="normal" font="default" size="100%">Ling Cai</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Zilong Liu</style></author><author><style face="normal" font="default" size="100%">Zhangyu Wang</style></author><author><style face="normal" font="default" size="100%">Meilin Shi</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Diverse data! Diverse schemata?</style></title><secondary-title><style face="normal" font="default" size="100%">Semantic Web</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://doi.org/10.3233/SW-210453</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">13</style></volume><pages><style face="normal" font="default" size="100%">1–3</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Wenwen Li</style></author><author><style face="normal" font="default" size="100%">Dean Rehberger</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Rui Zhu</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Colby K. Fisher</style></author><author><style face="normal" font="default" size="100%">Ling Cai</style></author><author><style face="normal" font="default" size="100%">Gengchen Mai</style></author><author><style face="normal" font="default" size="100%">Joseph Zalewski</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Shirly Stephen</style></author><author><style face="normal" font="default" size="100%">Seila Gonzalez</style></author><author><style face="normal" font="default" size="100%">Bryce Mecum</style></author><author><style face="normal" font="default" size="100%">Anna Lopez Carr</style></author><author><style face="normal" font="default" size="100%">Andrew Schroeder</style></author><author><style face="normal" font="default" size="100%">Dave Smith</style></author><author><style face="normal" font="default" size="100%">Dawn Wright</style></author><author><style face="normal" font="default" size="100%">Sizhe Wang</style></author><author><style face="normal" font="default" size="100%">Yuanyuan Tian</style></author><author><style face="normal" font="default" size="100%">Zilong Liu</style></author><author><style face="normal" font="default" size="100%">Meilin Shi</style></author><author><style face="normal" font="default" size="100%">Anthony D’Onofrio</style></author><author><style face="normal" font="default" size="100%">Zhining Gu</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Know, Know Where, KnowWhereGraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence</style></title><secondary-title><style face="normal" font="default" size="100%">AI Magazine</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Wenwen Li</style></author><author><style face="normal" font="default" size="100%">Dean Rehberger</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Rui Zhu</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Colby K. Fisher</style></author><author><style face="normal" font="default" size="100%">Ling Cai</style></author><author><style face="normal" font="default" size="100%">Gengchen Mai</style></author><author><style face="normal" font="default" size="100%">Joseph Zalewski</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Shirly Stephen</style></author><author><style face="normal" font="default" size="100%">Seila Gonzalez Estrecha</style></author><author><style face="normal" font="default" size="100%">Bryce D. Mecum</style></author><author><style face="normal" font="default" size="100%">Anna Lopez-Carr</style></author><author><style face="normal" font="default" size="100%">Andrew Schroeder</style></author><author><style face="normal" font="default" size="100%">Dave Smith</style></author><author><style face="normal" font="default" size="100%">Dawn J. Wright</style></author><author><style face="normal" font="default" size="100%">Sizhe Wang</style></author><author><style face="normal" font="default" size="100%">Yuanyuan Tian</style></author><author><style face="normal" font="default" size="100%">Zilong Liu</style></author><author><style face="normal" font="default" size="100%">Meilin Shi</style></author><author><style face="normal" font="default" size="100%">Anthony D'Onofrio</style></author><author><style face="normal" font="default" size="100%">Zhining Gu</style></author><author><style face="normal" font="default" size="100%">Kitty Currier</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence</style></title><secondary-title><style face="normal" font="default" size="100%">AI Mag.</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://doi.org/10.1609/aimag.v43i1.19120</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">43</style></volume><pages><style face="normal" font="default" size="100%">30–39</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Aaron Eberhart</style></author><author><style face="normal" font="default" size="100%">Monireh Ebrahimi</style></author><author><style face="normal" font="default" size="100%">Md Kamruzzaman Sarker</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Neuro-symbolic approaches in artificial intelligence</style></title><secondary-title><style face="normal" font="default" size="100%">National Science Review</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year><pub-dates><date><style  face="normal" font="default" size="100%">06/2022</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://academic.oup.com/nsr/article/9/6/nwac035/6542460</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">9</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">6</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Md Kamruzzaman Sarker</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Aaron Eberhart</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Neuro-Symbolic Artificial Intelligence: Current Trends</style></title><secondary-title><style face="normal" font="default" size="100%">AI Communications</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2021</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">34</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">3</style></issue><section><style face="normal" font="default" size="100%">197</style></section></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Andrew Eells</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Seila Gonzalez Estrecha</style></author><author><style face="normal" font="default" size="100%">Dean Rehberger</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Aligning Patterns to the Wikibase Model</style></title><secondary-title><style face="normal" font="default" size="100%">Workshop on Ontology Design and Patterns</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rui Zhu</style></author><author><style face="normal" font="default" size="100%">Shirly Stephen Ambrose</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Ling Cai</style></author><author><style face="normal" font="default" size="100%">Gengchen Mai</style></author><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Environmental Observations in Knowledge Graphs</style></title><secondary-title><style face="normal" font="default" size="100%">DaMaLOS 2021 @ ISWC</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;The notion of Linked Open Science rests on the assumption that Linked Data principles contribute to science and scientific data management in several distinct ways (e.g., by adding rich semantics to improve retrieval and reuse of data). This begs the question of the right level of granularity for such semantic enrichment. On the one extreme of the spectrum, one may provide semantic annotations on the level of entire datasets to improve retrieval while leaving the actual data untouched. On the other end, one may semantically describe every single datum, such as a particular observation leading to data that supports reasoning, automated conflation, and so on, while, at the same time, dramatically increasing the size of data, including redundancy. This paper reports on our experience in modeling heterogeneous environmental data using a semantically-enabled observation framework, namely the SOSA ontology and its extensions to handle observation collections. We discuss different means of using these observation collections and compare their pros and cons in terms of data size and ease of querying.&amp;nbsp;&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Joseph Zalewski</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">InK Browser - The Interactive Knowledge Browser</style></title><secondary-title><style face="normal" font="default" size="100%">International Semantic Web Conference</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><volume><style face="normal" font="default" size="100%">20</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;We present an improved implementation of the Interactive Knowledge Browser (InK Browser), a tool for exploring knowledge graphs visually, using a schema diagram.&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Andrew Eells</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Open Science  data and the Semantic Web journal</style></title><secondary-title><style face="normal" font="default" size="100%">Semantic Web</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2021</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">12(3)</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><work-type><style face="normal" font="default" size="100%">Editorial</style></work-type><section><style face="normal" font="default" size="100%">401-402</style></section></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mina Abd Nikooie Pour</style></author><author><style face="normal" font="default" size="100%">Alsayed Algergawy</style></author><author><style face="normal" font="default" size="100%">Florence Amardeilh</style></author><author><style face="normal" font="default" size="100%">Reihaneh Amini</style></author><author><style face="normal" font="default" size="100%">Omaima Fallatah</style></author><author><style face="normal" font="default" size="100%">Daniel Faria</style></author><author><style face="normal" font="default" size="100%">Irini Fundulaki</style></author><author><style face="normal" font="default" size="100%">Ian Harrow</style></author><author><style face="normal" font="default" size="100%">Sven Hertling</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Martin Huschka</style></author><author><style face="normal" font="default" size="100%">Liliana Ibanescu</style></author><author><style face="normal" font="default" size="100%">Ernesto Jimenez- Ruiz</style></author><author><style face="normal" font="default" size="100%">Naouel Karam</style></author><author><style face="normal" font="default" size="100%">Amir Laadhar</style></author><author><style face="normal" font="default" size="100%">Patrick Lambrix</style></author><author><style face="normal" font="default" size="100%">Huanyu Li</style></author><author><style face="normal" font="default" size="100%">Ying Li</style></author><author><style face="normal" font="default" size="100%">Franck Michel</style></author><author><style face="normal" font="default" size="100%">Engy Nasr</style></author><author><style face="normal" font="default" size="100%">Heiko Paulheim</style></author><author><style face="normal" font="default" size="100%">Catia Pesquita</style></author><author><style face="normal" font="default" size="100%">Jan Portisch</style></author><author><style face="normal" font="default" size="100%">Catherine Roussey</style></author><author><style face="normal" font="default" size="100%">Tzanina Saveta</style></author><author><style face="normal" font="default" size="100%">Pavel Shvaiko</style></author><author><style face="normal" font="default" size="100%">Andrea Splendiani</style></author><author><style face="normal" font="default" size="100%">Cassia Trojahn</style></author><author><style face="normal" font="default" size="100%">Jana Vatascinova</style></author><author><style face="normal" font="default" size="100%">Beyza Yaman</style></author><author><style face="normal" font="default" size="100%">Ondrej Zamazal</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Results of the Ontology Alignment Evaluation Initiative 2021</style></title><secondary-title><style face="normal" font="default" size="100%">Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2021</style></date></pub-dates></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rui Zhu</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Shirly Stephen</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Ling Cai</style></author><author><style face="normal" font="default" size="100%">Gengchen Mai</style></author><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator Ontology</style></title><secondary-title><style face="normal" font="default" size="100%">The 10th International Joint Conference on Knowledge Graphs, IJCKG 2021, December 6-8, 2021, Virtual Event, Thailand</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><publisher><style face="normal" font="default" size="100%">ACM</style></publisher><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">AROA Results of OAEI 2020</style></title><secondary-title><style face="normal" font="default" size="100%">Ontology Matching</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year><pub-dates><date><style  face="normal" font="default" size="100%">12/2020</style></date></pub-dates></dates><publisher><style face="normal" font="default" size="100%">Springer</style></publisher><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aaron Eberhart</style></author><author><style face="normal" font="default" size="100%">Monireh Ebrahimi</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Completion Reasoning Emulation for the Description Logic EL+</style></title><secondary-title><style face="normal" font="default" size="100%">Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Deep Learning</style></keyword><keyword><style  face="normal" font="default" size="100%">Description Logic</style></keyword><keyword><style  face="normal" font="default" size="100%">EL+</style></keyword><keyword><style  face="normal" font="default" size="100%">LSTM</style></keyword><keyword><style  face="normal" font="default" size="100%">NeSy</style></keyword><keyword><style  face="normal" font="default" size="100%">Reasoning</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2020</style></year><pub-dates><date><style  face="normal" font="default" size="100%">03/2020</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://ceur-ws.org/Vol-2600/paper5.pdf</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">CEUR-WS.org</style></publisher><pub-location><style face="normal" font="default" size="100%">Stanford University, Palo Alto, California, USA</style></pub-location><volume><style face="normal" font="default" size="100%">2600</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;We present a new approach to integrating deep learning with knowledge-based systems that we believe shows promise. Our approach seeks to emulate reasoning structure, which can be inspected part-way through, rather than simply learning reasoner answers, which is typical in many of the black-box systems currently in use. We demonstrate that this idea is feasible by training a long short-term memory (LSTM) artificial neural network to learn EL+ reasoning patterns with two different data sets. We also show that this trained system is resistant to noise by corrupting a percentage of the test data and comparing the reasoner's and LSTM's predictions on corrupt data with correct answers.&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Cogan Shimizu</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Alicia M Sheill</style></author><author><style face="normal" font="default" size="100%">Seila Gonzalez Estrecha</style></author><author><style face="normal" font="default" size="100%">Catherine Foley</style></author><author><style face="normal" font="default" size="100%">Duncan Tarr</style></author><author><style face="normal" font="default" size="100%">Dean Rehberger</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">The Enslaved Dataset: A Real-world Complex Ontology Alignment Benchmark using Wikibase</style></title><secondary-title><style face="normal" font="default" size="100%">29th ACM International Conference on Information and Knowledge Management</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2020</style></date></pub-dates></dates><publisher><style face="normal" font="default" size="100%">ACM</style></publisher><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Reihaneh Amini</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">GeoLink Cruises: A Non-Synthetic Benchmark for Co-Reference Resolution on Knowledge Graphs</style></title><secondary-title><style face="normal" font="default" size="100%">International conference on information and knowledge management</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2020</style></date></pub-dates></dates><publisher><style face="normal" font="default" size="100%">ACM DL</style></publisher><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">GeoLink Dataset: A Complex Alignment Benchmark from Real-world Ontology</style></title><secondary-title><style face="normal" font="default" size="100%">Data Intelligence </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mina Abd Nikooie Pour</style></author><author><style face="normal" font="default" size="100%">Alsayed Algergawy</style></author><author><style face="normal" font="default" size="100%">Reihaneh Amini</style></author><author><style face="normal" font="default" size="100%">Daniel Faria</style></author><author><style face="normal" font="default" size="100%">Irini Fundulaki</style></author><author><style face="normal" font="default" size="100%">Ian Harrow</style></author><author><style face="normal" font="default" size="100%">Sven Hertling</style></author><author><style face="normal" font="default" size="100%">Ernesto Jiménez-Ruiz</style></author><author><style face="normal" font="default" size="100%">Clement Jonquet</style></author><author><style face="normal" font="default" size="100%">Naouel Karam</style></author><author><style face="normal" font="default" size="100%">Abderrahmane Khiat</style></author><author><style face="normal" font="default" size="100%">Amir Laadhar</style></author><author><style face="normal" font="default" size="100%">Patrick Lambrix</style></author><author><style face="normal" font="default" size="100%">Huanyu Li</style></author><author><style face="normal" font="default" size="100%">Ying Li</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Heiko Paulheim</style></author><author><style face="normal" font="default" size="100%">Catia Pesquita</style></author><author><style face="normal" font="default" size="100%">Tzanina Saveta</style></author><author><style face="normal" font="default" size="100%">Pavel Shvaiko</style></author><author><style face="normal" font="default" size="100%">Andrea Splendiani</style></author><author><style face="normal" font="default" size="100%">Elodie Thieblin</style></author><author><style face="normal" font="default" size="100%">Cassia Trojahn</style></author><author><style face="normal" font="default" size="100%">Jana Vatascinova</style></author><author><style face="normal" font="default" size="100%">Beyza Yaman</style></author><author><style face="normal" font="default" size="100%">Ondrej Zamazal</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Results of theOntology Alignment Evaluation Initiative 2020</style></title><secondary-title><style face="normal" font="default" size="100%">15th International Workshop on Ontology Matching</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Towards automated complex ontology alignment using rule-based machine learning</style></title><secondary-title><style face="normal" font="default" size="100%">Kansas State University</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><publisher><style face="normal" font="default" size="100%">Kansas State University</style></publisher><pub-location><style face="normal" font="default" size="100%">Manhattan</style></pub-location><volume><style face="normal" font="default" size="100%">Doctorate</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><work-type><style face="normal" font="default" size="100%">Dissertation</style></work-type></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Elodie Thieblin</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Daniel Faria</style></author><author><style face="normal" font="default" size="100%">Catia Pesquita</style></author><author><style face="normal" font="default" size="100%">Cassia Trojahn</style></author><author><style face="normal" font="default" size="100%">Ondrej Zamazal</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Towards Evaluating Complex Ontology Alignments</style></title><secondary-title><style face="normal" font="default" size="100%">Knowledge Engineering Review</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><volume><style face="normal" font="default" size="100%">35</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><section><style face="normal" font="default" size="100%">e21</style></section></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Md Kamruzzaman Sarker</style></author><author><style face="normal" font="default" size="100%">Joshua Schwartz</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Srikanth Nadella</style></author><author><style face="normal" font="default" size="100%">Brandon Minnery</style></author><author><style face="normal" font="default" size="100%">Ion Juvina</style></author><author><style face="normal" font="default" size="100%">Michael L. Raymer</style></author><author><style face="normal" font="default" size="100%">William R. Aue</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Wikipedia Knowledge Graph for Explainable AI</style></title><secondary-title><style face="normal" font="default" size="100%">Second Iberoamerican Knowledge Graphs and Semantic Web Conference (KGSWC)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year><pub-dates><date><style  face="normal" font="default" size="100%">11/2020</style></date></pub-dates></dates><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;Explainable artificial intelligence (XAI) requires domain information to explain a system's decisions, for which structured forms of domain information like Knowledge Graphs (KGs) or ontologies are best suited. As such, readily available KGs are important to accelerate progress in XAI. To facilitate the advancement of XAI, we present the Wikipedia Knowledge Graph (WKG), based on information from English Wikipedia. Each Wikipedia article title, its corresponding category, and the category hierarchy are transformed into different entities in the knowledge graph. As the Wikipedia category hierarchy is not a tree, instead forming a graph, to make the finding process of the parent category easier, we break cycles in the category hierarchy. We evaluate whether the WKG is helpful to improve XAI compared with existing KGs, finding that WKG is better suited than the current state of the art. We also compare the cycle-free WKG with the Suggested Upper Merged Ontology (SUMO) and DBpedia schema KGs, finding minimal to no information loss.&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Dalia Varanka</style></author><author><style face="normal" font="default" size="100%">Fatima Arauz</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Alignment of Surface Water Ontologies: A comparison of manual and automated approaches</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Geographical Systems</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>13</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Alignment Rules from GBO to GMO</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">AROA Results of 2019 OAEI</style></title><secondary-title><style face="normal" font="default" size="100%">Ontology Matching</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><publisher><style face="normal" font="default" size="100%">CEUR</style></publisher><pub-location><style face="normal" font="default" size="100%">Auckland, New Zealand</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Towards Association Rule-Based Complex Ontology Alignment</style></title><secondary-title><style face="normal" font="default" size="100%">Joint International Semantic Technology Conference</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><publisher><style face="normal" font="default" size="100%">Springer</style></publisher><pub-location><style face="normal" font="default" size="100%">Hangzhou, China</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Complex Alignment Benchmark: Geolink dataset</style></title><secondary-title><style face="normal" font="default" size="100%">ISWC</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year></dates><publisher><style face="normal" font="default" size="100%">Springer</style></publisher><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>13</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Elodie Thieblin</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Cassia Trojahn</style></author><author><style face="normal" font="default" size="100%">Ondrej Zamazal</style></author><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">The First Version of the OAEI Complex Alignment Benchmark</style></title><secondary-title><style face="normal" font="default" size="100%">ISWC Poster and Demo Session</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year></dates></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Journey From Simple to Complex Alignment on Real-World Ontologies</style></title><secondary-title><style face="normal" font="default" size="100%">ISWC</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>13</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lu Zhou</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Replication Study: Understanding What Drives the Performance in WikiMatch</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2017</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://disi.unitn.it/~pavel/om2017/papers/om2017_poster5.pdf</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">English</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;We replicate and demonstrate that the performance of the WikiMatch automated ontology alignment system may be driven not by the particular information from Wikipedia directly used by the system, but rather by string similarity and Wikipedia’s manually curated synonym sets, as encoded in the site’s query resolution and page redirection system. In order to gain a detailed understanding of how Wikipedia contributes to WikiMatch, we replicate results reported for WikiMatch and analyze the results to evaluate our hypothesis.&lt;/p&gt;
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