00568nam a2200133 4500008004100000245010300041210006900144260002500213490000700238100001800245700002000263700002000283856013100303 2020 eng d00aKnowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges0 aKnowledge Graphs for eXplainable Artificial Intelligence Foundat aAmsterdambIOS Press0 v471 aTiddi, Ilaria1 aLécué, Freddy1 aHitzler, Pascal uhttps://www.iospress.nl/book/knowledge-graphs-for-explainable-artificial-intelligence-foundations-applications-and-challenges/00413nas a2200145 4500008004100000245002900041210002900070490000700099100002300106700002000129700001800149700001500167700002000182856006500202 2016 eng d00aAI for Traffic Analytics0 aAI for Traffic Analytics0 v171 aMutharaju, Raghava1 aLécué, Freddy1 aPan, Jeff, Z.1 aWu, Jiewen1 aHitzler, Pascal uhttps://daselab.cs.ksu.edu/publications/ai-traffic-analytics01559nas a2200193 4500008004100000245004600041210004600087260003300133520095200166653001101118653002601129653002801155653001101183100002301194700002001217700002201237700002001259856008601279 2015 eng d00aDistributed and Scalable OWL EL Reasoning0 aDistributed and Scalable OWL EL Reasoning aPortoroz, SloveniabSpringer3 a
OWL 2 EL is one of the tractable proles of the Web Ontology Language (OWL) which is a W3C-recommended standard. OWL 2 EL provides sucient expressivity to model large biomedical ontologies as well as streaming data such as trac, while at the same time allows for ecient reasoning services. Existing reasoners for OWL 2 EL, however, use only a single machine and are thus constrained by memory and computational power. At the same time, the automated generation of ontological information from streaming data and text can lead to very large ontologies which can exceed the capacities of these reasoners. We thus describe a distributed reasoning system that scales well using a cluster of commodity machines. We also apply our system to a use case on city trac data and show that it can handle volumes which cannot be handled by current single machine reasoners.
10aDistEL10aDistributed Reasoning10aOntology Classification10aOWL EL1 aMutharaju, Raghava1 aHitzler, Pascal1 aMateti, Prabhaker1 aLécué, Freddy uhttps://daselab.cs.ksu.edu/publications/distributed-and-scalable-owl-el-reasoning00846nas a2200277 4500008004100000245007800041210006900119260002500188300001000213490000900223100001200232700001600244700002300260700002400283700002200307700002100329700002000350700001700370700002200387700002100409700002000430700002300450700001900473700001800492856005800510 2015 eng d00aAn Ontology For Specifying Spatiotemporal Scopes in Life Cycle Assessment0 aOntology For Specifying Spatiotemporal Scopes in Life Cycle Asse bCEUR-WS.orgc10/2015 a25-300 v15011 aYan, Bo1 aHu, Yingjie1 aKuczenski, Brandon1 aJanowicz, Krzsyztof1 aBallatore, Andrea1 aKrisnadhi, Adila1 aHitzler, Pascal1 aSuh, Sangwon1 aIngwersen, Wesley1 ad'Amato, Claudia1 aLécué, Freddy1 aMutharaju, Raghava1 aNarock, Thomas1 aWirth, Fabian uhttp://ceur-ws.org/Vol-1501/Diversity2015-paper_4.pdf00628nas a2200157 4500008004100000245018500041210006900226260003600295490000900331100002100340700002000361700002300381700001600404700001800420856003200438 2015 eng d00aProceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 20150 aProceedings of the 1st International Diversity Workshop colocate aBethlehem, PA, USAbCEUR-WS.org0 v15011 ad'Amato, Claudia1 aLécué, Freddy1 aMutharaju, Raghava1 aNarock, Tom1 aWirth, Fabian uhttp://ceur-ws.org/Vol-150101985nas a2200325 4500008004100000245005200041210004400093260002500137300001000162490000900172520104900181100002101230700001701251700002201268700002201290700002301312700002001335700001601355700002401371700001301395700001901408700001901427700001701446700002101463700002001484700002301504700001901527700001801546856009501564 2015 eng d00a{R2R+BCO-DMO} – Linked Oceanographic Datasets0 aR2RBCODMO Linked Oceanographic Datasets bCEUR-WS.orgc10/2015 a15-240 v15013 aThe 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 & 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.1 aKrisnadhi, Adila1 aArko, Robert1 aCarbotte, Suzanne1 aChandler, Cynthia1 aCheatham, Michelle1 aHitzler, Pascal1 aHu, Yingjie1 aJanowicz, Krzysztof1 aJi, Peng1 aKarima, Nazifa1 aShepherd, Adam1 aWiebe, Peter1 ad'Amato, Claudia1 aLécué, Freddy1 aMutharaju, Raghava1 aNarock, Thomas1 aWirth, Fabian uhttps://daselab.cs.ksu.edu/publications/r2rbco-dmo-%E2%80%93-linked-oceanographic-datasets00949nas a2200325 4500008004100000245005000041210005000091300001400141490000700155100001900162700001700181700002300198700001700221700003000238700002000268700001900288700002100307700001500328700002000343700002000363700002200383700002200405700002300427700002200450700002700472700001600499700002100515700002000536856006700556 2012 eng d00aReports of the AAAI 2012 Conference Workshops0 aReports of the AAAI 2012 Conference Workshops a119–1270 v331 aAgrawal, Vikas1 aBaier, Jorge1 aBekris, Kostas, E.1 aChen, Yiling1 aGarcez, Artur, S. d'Avila1 aHitzler, Pascal1 aHaslum, Patrik1 aJannach, Dietmar1 aLaw, Edith1 aLécué, Freddy1 aLamb, Luís, C.1 aMatuszek, Cynthia1 aPalacios, Héctor1 aSrivastava, Biplav1 aShastri, Lokendra1 aSturtevant, Nathan, R.1 aStern, Roni1 aTellex, Stefanie1 aVassos, Stavros uhttp://www.aaai.org/ojs/index.php/aimagazine/article/view/244400947nas a2200325 4500008004100000245005000041210005000091300001200141490000700153100001900160700001700179700002300196700001700219700003000236700002000266700001900286700002100305700001500326700002000341700002000361700002200381700002200403700002300425700002200448700002700470700001600497700002100513700002000534856006700554 2012 eng d00aReports of the AAAI 2012 Conference Workshops0 aReports of the AAAI 2012 Conference Workshops a119-1270 v331 aAgrawal, Vikas1 aBaier, Jorge1 aBekris, Kostas, E.1 aChen, Yiling1 aGarcez, Artur, S. d'Avila1 aHitzler, Pascal1 aHaslum, Patrik1 aJannach, Dietmar1 aLaw, Edith1 aLécué, Freddy1 aLamb, Luís, C.1 aMatuszek, Cynthia1 aPalacios, Héctor1 aSrivastava, Biplav1 aShastri, Lokendra1 aSturtevant, Nathan, R.1 aStern, Roni1 aTellex, Stefanie1 aVassos, Stavros uhttp://www.aaai.org/ojs/index.php/aimagazine/article/view/2444