<?xml version="1.0" encoding="UTF-8"?><xml><records><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%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Yingjie Hu</style></author><author><style face="normal" font="default" size="100%">Krzsyztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Douglas Fils</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><author><style face="normal" font="default" size="100%">Peng Ji</style></author><author><style face="normal" font="default" size="100%">Matthew Jones</style></author><author><style face="normal" font="default" size="100%">Nazifa Karima</style></author><author><style face="normal" font="default" size="100%">Kerstin Lehnert</style></author><author><style face="normal" font="default" size="100%">Audrey Mickle</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Margaret O'Brien</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">The GeoLink Framework for Pattern-based Linked Data Integration</style></title><secondary-title><style face="normal" font="default" size="100%">Proceedings of the ISWC 2015 Posters &amp; Demonstrations Track</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2015</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2015</style></date></pub-dates></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%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Yingjie Hu</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%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Douglas Fils</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><author><style face="normal" font="default" size="100%">Peng Ji</style></author><author><style face="normal" font="default" size="100%">Matthew Jones</style></author><author><style face="normal" font="default" size="100%">Nazifa Karima</style></author><author><style face="normal" font="default" size="100%">Kerstin Lehnert</style></author><author><style face="normal" font="default" size="100%">Audrey Mickle</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Margaret O'Brien</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">The GeoLink Modular Oceanography Ontology</style></title><secondary-title><style face="normal" font="default" size="100%">The Semantic Web - ISWC 2015. 14th International Semantic Web Conference, Bethlehem, Pennsylvania, United States, October 11-15, 2015</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2015</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2015</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>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Robert Arko</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><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Matthew Jones</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Audrey Mickle</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><author><style face="normal" font="default" size="100%">Douglas Fils</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Ontology Design Patterns: Bridging the Gap Between Local Semantic Use Cases and Large-Scale, Long-Term Data Integration</style></title><secondary-title><style face="normal" font="default" size="100%">European Geosciences Union General Assembly 2015, Vienna, Austria, 12 - 17 April 2015</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2015</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>5</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><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%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Ontology Pattern Modeling for Cross-Repository Data Integration in the Ocean Sciences: The Oceanographic Cruise Example</style></title><secondary-title><style face="normal" font="default" size="100%">The Semantic Web in Earth and Space Science: Current Status and Future Directions</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2015</style></year></dates><publisher><style face="normal" font="default" size="100%">IOS Press</style></publisher><pages><style face="normal" font="default" size="100%">256-284</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">EarthCube is a major effort of the National Science Foundation to establish a next-generation knowledge architecture for the broader geosciences. Data storage, retrieval, access, and reuse are central parts of this new effort. Currently, EarthCube is organized around several building blocks and research coordination networks. OceanLink is a semantics-enabled building block that aims at improving data retrieval and reuse via ontologies, Semantic Web technologies, and Linked Data for the ocean sciences. Cruises, in the sense of research expeditions, are central events for ocean scientists. Consequently, information about these cruises and the involved vessels is of primary interest for oceanographers, and thus, needs to be shared and made retrievable. In this paper, we report the use of a design pattern-centric strategy to model Cruise for OceanLink data integration. We provide a formal axiomatization of the introduced pattern using the Web Ontology Language, explain design choices and discuss the planned deployment and application scenarios of our model.</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%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</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><author><style face="normal" font="default" size="100%">Yingjie Hu</style></author><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Peng Ji</style></author><author><style face="normal" font="default" size="100%">Nazifa Karima</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors><secondary-authors><author><style face="normal" font="default" size="100%">Claudia d'Amato</style></author><author><style face="normal" font="default" size="100%">Freddy Lécué</style></author><author><style face="normal" font="default" size="100%">Raghava Mutharaju</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Fabian Wirth</style></author></secondary-authors></contributors><titles><title><style face="normal" font="default" size="100%">R2R+BCO-DMO – Linked Oceanographic Datasets</style></title><secondary-title><style face="normal" font="default" size="100%">Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2015</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2015</style></date></pub-dates></dates><publisher><style face="normal" font="default" size="100%">CEUR-WS.org</style></publisher><volume><style face="normal" font="default" size="100%">1501</style></volume><pages><style face="normal" font="default" size="100%">15-24</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">The Biological and Chemical Oceanography Data Management Office (BCO-DMO) and the Rolling Deck to Repository (R2R) program are two key data repositories for oceanographic research, supported by the U.S. National Science Foundation (NSF). R2R curates digital data and documentation generated by environmental sensor systems installed on vessels from the U.S. academic research fleet, with support from the NSF Oceanographic Technical Services and Arctic Research Logistics Programs. BCO-DMO human-curates and maintains data and metadata including biological, chemical, and physical measurements and results from projects funded by the NSF Biological Oceanography, Chemical Oceanography, and Antarctic Organisms &amp; Ecosystems Programs. These two repositories have a strong connection, and document several thousand U.S. oceanographic research expeditions since the 1970’s. Recently, R2R and BCO-DMO have made their metadata collections available as Linked Data, accessible via public SPARQL endpoints. In this paper, we report on these datasets.</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%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Robert Groman</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Molly Allison</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Yu Chen</style></author><author><style face="normal" font="default" size="100%">Peter Fox</style></author><author><style face="normal" font="default" size="100%">David Glover</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Adam Leadbetter</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Patrick West</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Enhancing Ocean Research Data Access</style></title><secondary-title><style face="normal" font="default" size="100%">European Geosciences Union General Assembly 2014</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><pub-location><style face="normal" font="default" size="100%">Vienna, Austria</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%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">The OceanLink Project</style></title><secondary-title><style face="normal" font="default" size="100%">American Geophysical Union Fall Meeting, San Francisco, 15-19 December 2014</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</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%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</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><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author></authors><secondary-authors><author><style face="normal" font="default" size="100%">Jimmy Lin</style></author><author><style face="normal" font="default" size="100%">Jian Pei</style></author><author><style face="normal" font="default" size="100%">Xiaohua Hu</style></author><author><style face="normal" font="default" size="100%">Wo Chang</style></author><author><style face="normal" font="default" size="100%">Raghunath Nambiar</style></author><author><style face="normal" font="default" size="100%">Charu Aggarwal</style></author><author><style face="normal" font="default" size="100%">Nick Cercone</style></author><author><style face="normal" font="default" size="100%">Vasant Honavar</style></author><author><style face="normal" font="default" size="100%">Jun Huan</style></author><author><style face="normal" font="default" size="100%">Bamshad Mobasher</style></author><author><style face="normal" font="default" size="100%">Saumyadipta Pyne</style></author></secondary-authors></contributors><titles><title><style face="normal" font="default" size="100%">The OceanLink project</style></title><secondary-title><style face="normal" font="default" size="100%">2014 IEEE International Conference on Big Data, Big Data 2014, Washington, DC, USA, October 27-30, 2014</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year><pub-dates><date><style  face="normal" font="default" size="100%">10/2014</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6973861</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">{IEEE}</style></publisher><pages><style face="normal" font="default" size="100%">14-21</style></pages><isbn><style face="normal" font="default" size="100%">978-1-4799-5665-4</style></isbn><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Today's scientific investigations are producing large numbers of scholarly products. These products continue to increase in diversity and complexity as researchers recognize that scholarly achievements are not only published articles but also datasets, software, and associated supporting materials. OceanLink is an online platform that addresses scholarly discovery and collaboration in the ocean sciences. The OceanLink project leverages Semantic Web technologies, web mining, and crowdsourcing to identify links between data centers, digital repositories, and professional societies to enhance discovery, enable collaboration, and begin to assess research contribution.</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%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><author><style face="normal" font="default" size="100%">Krzysztof Janowicz</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors><secondary-authors><author><style face="normal" font="default" size="100%">Aldo Gangemi</style></author><author><style face="normal" font="default" size="100%">Verena V. Hafner</style></author><author><style face="normal" font="default" size="100%">Werner Kuhn</style></author><author><style face="normal" font="default" size="100%">Simon Scheider</style></author><author><style face="normal" font="default" size="100%">Luc Steels</style></author></secondary-authors></contributors><titles><title><style face="normal" font="default" size="100%">Ontology Design Patterns for Ocean Science Data Discovery</style></title><secondary-title><style face="normal" font="default" size="100%">Spatial reference in the Semantic Web and in Robotics (Dagstuhl Seminar 14142)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><volume><style face="normal" font="default" size="100%">3</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">4</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>27</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><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%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An Ontology Pattern for Oceanograhic Cruises: Towards an Oceanographer's Dream of Integrated Knowledge Discovery</style></title><secondary-title><style face="normal" font="default" size="100%">OceanLink Technical Report</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p class=&quot;rtejustify&quot;&gt;EarthCube is a major effort of the National Science Foundation to establish a next-generation knowledge architecture for the broader geosciences. Data storage, retrieval, access, and reuse are central parts of this new effort. Currently, EarthCube is organized around several building blocks and research coordination networks. OceanLink is a semanticsenabled building block that aims at improving data retrieval and reuse via ontologies, Semantic Web technologies, and Linked Data for the ocean sciences. Cruises, in the sense of research expeditions, are central events for ocean scientists. Consequently, information about these cruises and the involved vessels has to be shared and made retrievable. For example, the ability to find cruises in the vicinity of physiographic features of interest, e.g., a hydrothermal vent field or a fracture zone, is of primary interest for oceanographers. In this paper, we use a design pattern-centric strategy to engineer ontologies for OceanLink. We provide a formal axiomatization of the introduced patterns and ontologies using the Web Ontology Language, explain design choices, discuss the re-usability of our models, and provide lessons learned for the future geo-ontologies.&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%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Douglas Fils</style></author><author><style face="normal" font="default" size="100%">Timothy Finin</style></author><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%">Matthew Jones</style></author><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Kerstin Lehnert</style></author><author><style face="normal" font="default" size="100%">Audrey Mickle</style></author><author><style face="normal" font="default" size="100%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Provenance Usage in the OceanLink Project</style></title><secondary-title><style face="normal" font="default" size="100%">American Geophysical Union Fall Meeting, San Francisco, 15-19 December 2014.</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</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%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Yanning Chen</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><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Robert Groman</style></author><author><style face="normal" font="default" size="100%">Shannon Rauch</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Semantic Entity Pairing for Improved Data Validation and Discovery</style></title><secondary-title><style face="normal" font="default" size="100%"> European Geosciences Union General Assembly 2014, Vienna, Austria, 27 April - 02 May 2014</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year><pub-dates><date><style  face="normal" font="default" size="100%">05/2014</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">16</style></volume><pages><style face="normal" font="default" size="100%">2476</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;One of the central incentives for linked data implementations is the opportunity to leverage the rich logic inherent in structured data. The logic embedded in semantic models can strengthen capabilities for data discovery and data validation when pairing entities from distinct, contextually-related datasets. The creation of links between the two datasets broadens data discovery by using the semantic logic to help machines compare similar entities and properties that exist on different levels of granularity. This semantic capability enables appropriate entity pairing without making inaccurate assertions as to the nature of the relationship. Entity pairing also provides a context to accurately validate the correctness of an entity's property values - an exercise highly valued by data management practices who seek to ensure the quality and correctness of their data. The Biological and Chemical Oceanography Data Management Office (BCO-DMO) semantically models metadata surrounding oceanographic researchcruises, but other sources outside of BCO-DMO exist that also model metadata about these same cruises. For BCO-DMO, the process of successfully pairing its entities to these sources begins by selecting sources that are decidedly trustworthy and authoritative for the modeled concepts. In this case, the Rolling Deck to Repository (R2R) program has a well-respected reputation among the oceanographic research community, presents a data context that is uniquely different and valuable, and semantically models its cruise metadata. Where BCO-DMO exposes the processed, analyzed data products generated by researchers, R2R exposes the raw shipboard data that was collected on the same research cruises. Interlinking these cruise entities expands data discovery capabilities but also allows for validating the contextual correctness of both BCO-DMO's and R2R's cruise metadata. Assessing the potential for a link between two datasets for a similar entity consists of aligning like properties and deciding on the appropriate semantic markup to describe the link. This highlights the desire for research organizations like BCO-DMO and R2R to ensure the complete accuracy of their exposed metadata, as it directly reflects on their reputations as successful and trustworthy source of research data. Therefore, data validation reaches beyond simple syntax of property values into contextual correctness. As a human process, this is a time-intensive task that does not scale well for finite human and funding resources. Therefore, to assess contextual correctness across datasets at different levels of granularity, BCO-DMO is developing a system that employs semantic technologies to aid the human process by organizing potential links and calculating a confidence coefficient as to the correctness of the potential pairing based on the distance between certain entity property values. The system allows humans to quickly scan potential links and their confidence coefficients for asserting persistence and correcting and investigating misaligned entity property values.&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%">Lisa Raymond</style></author><author><style face="normal" font="default" size="100%">Adam Shepherd</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Suzanne Carbotte</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Michelle Cheatham</style></author><author><style face="normal" font="default" size="100%">Douglas Fils</style></author><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%">Matthew Jones</style></author><author><style face="normal" font="default" size="100%">Adila Krisnadhi</style></author><author><style face="normal" font="default" size="100%">Kerstin Lehnert</style></author><author><style face="normal" font="default" size="100%">Audrey Mickle</style></author><author><style face="normal" font="default" size="100%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Mark Schildhauer</style></author><author><style face="normal" font="default" size="100%">Peter Wiebe</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Using Linked Open Data and Semantic Integration to Search Across Geoscience Repositories.</style></title><secondary-title><style face="normal" font="default" size="100%">American Geophysical Union Fall Meeting, San Francisco, 15-19 December 2014</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</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%">Thomas Narock</style></author><author><style face="normal" font="default" size="100%">Eric A. Rozell</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author><author><style face="normal" font="default" size="100%">Robert Arko</style></author><author><style face="normal" font="default" size="100%">Cynthia Chandler</style></author><author><style face="normal" font="default" size="100%">Brian D. Wilson</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Leveraging Crowdsourcing and Linked Open Data for Geoscience Data Sharing and Discovery</style></title><secondary-title><style face="normal" font="default" size="100%">2013 American Geophysical Union Fall Meeting</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2013</style></year></dates><pub-location><style face="normal" font="default" size="100%">San Francisco, CA, USA</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record></records></xml>