Smart Data for Smart Software
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1 Smart Data for Smart Software Pascal Hitzler Adila Krisnadhi DaSe Lab for Data Semantics Wright State University Krzysztof Janowicz STKO Lab UC Santa Barbara July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler
2 Semantic Web in One Day July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 2
3 Semantic Web in One Day This was actually in York Sure, Pascal Hitzler, Andreas Eberhart, Rudi Studer, The Semantic Web in One Day. IEEE Intelligent Systems 20 (3), 85-87, May July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 3
4 Key message from this This worked, because there was an implicit agreement on data and metadata formats and on general methodology. In this case: Semantic Web standards RDF and OWL, and corresponding technical and methodological approaches. July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 4
5 Where s your (meta)data? Data: Wind direction north at 10 km/h Data Depending on usage, you may need is direction to or from? granularity of measurements provenance of this information information about the sensor device conditions in which measurements were taken etc. Context July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 5
6 Where s your (meta)data? Software Data Context Smart Software: Context information is (implicit) in the code. July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 6
7 Where s your (meta)data? Software Data Context Smart Data: Context information is explicitly given as metadata. July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 7
8 The Snag Your metadata becomes somebody else s data. To be really useful, metadata needs to be well-constructed and well-documented. This example proves that hammers are useless July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 8
9 schema.org July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 9
10 Complex notions paleologic age point of interest river sample location name July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 10
11 Agent Role Pattern July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 11
12 July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 12
13 Conclusions Put the smartness in the (meta)data. Make smart software which can ingest the metadata and adapt to it. Smart data enables smart software! July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 13
14 Conclusions Put the smartness in the (meta)data. Make smart software which can ingest the metadata and adapt to it. Smart data enables smart software! July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 14
15 References Pascal Hitzler, Frank van Harmelen, A reasonable Semantic Web. Semantic Web 1 (1-2), 39-44, Prateek Jain, Pascal Hitzler, Peter Z. Yeh, Kunal Verma, Amit P. Sheth, Linked Data is Merely More Data. In: Dan Brickley, Vinay K. Chaudhri, Harry Halpin, Deborah McGuinness: Linked Data Meets Artificial Intelligence. Technical Report SS-10-07, AAAI Press, Menlo Park, California, 2010, pp ISBN Proceedings of LinkedAI at the AAAI Spring Symposium, March Pascal Hitzler, Krzysztof Janowicz, What s Wrong with Linked Data? August Pascal Hitzler, Markus Krötzsch, Sebastian Rudolph, Foundations of Semantic Web Technologies. Chapman and Hall/CRC Press, July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 15
16 References Pascal Hitzler, Krzysztof Janowicz, Linked Data, Big Data, and the 4th Paradigm. Semantic Web 4 (3), 2013, Krzysztof Janowicz, Pascal Hitzler, The Digital Earth as Knowledge Engine. Semantic Web 3 (3), , Gary Berg-Cross, Isabel Cruz, Mike Dean, Tim Finin, Mark Gahegan, Pascal Hitzler, Hook Hua, Krzysztof Janowicz, Naicong Li, Philip Murphy, Bryce Nordgren, Leo Obrst, Mark Schildhauer, Amit Sheth, Krishna Sinha, Anne Thessen, Nancy Wiegand, Ilya Zaslavsky, Semantics and Ontologies for EarthCube. In: K. Janowicz, C. Kessler, T. Kauppinen, D. Kolas, S. Scheider (eds.), Workshop on GIScience in the Big Data Age, In conjunction with the seventh International Conference on Geographic Information Science 2012 (GIScience 2012), Columbus, Ohio, USA. September 18th, Proceedings. Krzysztof Janowicz, Pascal Hitzler, Thoughts on the Complex Relation Between Linked Data, Semantic Annotations, and Ontologies. In: Paul N. Bennett, Evgeniy Gabrilovich, Jaap Kamps, Jussi Karlgren (eds.), Proceedings of the 6th International Workshop on Exploiting Semantic Annotation in Information Retrieval, ESAIR 2013, ACM, San Francisco, 2013, pp July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 16
17 References Prateek Jain, Pascal Hitzler, Amit P. Sheth, Kunal Verma, Peter Z. Yeh, Ontology Alignment for Linked Open Data. In P. Patel-Schneider, Y. Pan, P. Hitzler, P. Mika, L. Zhang, J. Pan, I. Horrocks, B. Glimm (eds.), The Semantic Web - ISWC th International Semantic Web Conference, ISWC 2010, Shanghai, China, November 7-11, 2010, Revised Selected Papers, Part I. Lecture Notes in Computer Science Vol Springer, Berlin, 2010, pp Amit Krishna Joshi, Prateek Jain, Pascal Hitzler, Peter Z. Yeh, Kunal Verma, Amit P. Sheth, Mariana Damova, Alignment-based Querying of Linked Open Data. In: Meersman, R.; Panetto, H.; Dillon, T.; Rinderle-Ma, S.; Dadam, P.; Zhou, X.; Pearson, S.; Ferscha, A.; Bergamaschi, S.; Cruz, I.F. (eds.), On the Move to Meaningful Internet Systems: OTM 2012, Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2012, Rome, Italy, September 10-14, 2012, Proceedings, Part II. Lecture Notes in Computer Science Vol. 7566, Springer, Heidelberg, 2012, pp Yingjie Hu, Krzysztof Janowicz, David Carral, Simon Scheider, Werner Kuhn, Gary Berg-Cross, Pascal Hitzler, Mike Dean, Dave Kolas, A Geo-Ontology Design Pattern for Semantic Trajectories. In: Thora Tenbrink, John G. Stell, Antony Galton, Zena Wood (Eds.): Spatial Information Theory - 11th International Conference, COSIT 2013, Scarborough, UK, September 2-6, Proceedings. Lecture Notes in Computer Science Vol. 8116, Springer, 2013, pp July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 17
18 References Adila Krisnadhi, Robert Arko, Suzanne Carbotte, Cynchia Chandler, Michelle Cheatham, Timothy Finin, Pascal Hitzler, Krzysztof Janowicz, Thomas Narock, Lisa Raymond, Adam Shepherd, Peter Wiebe, An Ontology Pattern for Oceanograhic Cruises: Towards an Oceanograhper's Dream of Integrated Knowledge Discovery. OceanLink Technical Report York Sure, Pascal Hitzler, Andreas Eberhart, Rudi Studer, The Semantic Web in One Day. IEEE Intelligent Systems 20 (3), 85-87, May Krzysztof Janowicz, Pascal Hitzler, Benjamin Adams, Dave Kolas, Charles Vardeman II, Five Stars of Linked Data Vocabulary Use. Semantic Web 5 (3), 2014, July2014 ESIP Summer Meeting 2014 Frisco, CO Pascal Hitzler 18
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