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The Fourth Paradigm – Data-Intensive Scientific Discovery [chapter]

Tony Hey
2012 Communications in Computer and Information Science  
The F o u r T H Data-In t e n s I v e scIen t I f I c DIs c o v e r y P a r a d i g m MiCroSoF T reSe arCH REDMOND, WASHINGTON  ...  very helpful discussion on a draft of this material. to all the contributors to this book for sharing their visions within the Fourth Paradigm.  ...  Acknowledgments My thanks to the participants at the April 24, 2009, Buckland-Lynch-Larsen "Friday Seminar" on information access at the University of California, Berkeley, School of Information for a  ... 
doi:10.1007/978-3-642-33299-9_1 fatcat:etue636ubrandga5corvkx3d7u

The Trip to The Enterprise Gourmet Data Product Marketplace through a Self-service Data Platform [article]

Michal Zasadzinski, Michael Theodoulou, Markus Thurner, Kshitij Ranganath
2021 arXiv   pre-print
In this paper, we describe our way to the gourmet data product marketplace.  ...  We then show how the platform enables and operates the data marketplace, facilitating the exchange of stable data products across users and tenants.  ...  ACKNOWLEDGMENTS We would like to distinguish many contributors who did research, architecture, design, development, and managed the product, apart from the authors of this article.  ... 
arXiv:2107.13212v1 fatcat:uvjrk4foyzhprfxvez4sddui3y

Conversation Concepts: Understanding Topics and Building Taxonomies for Financial Services

John P. McCrae, Pranab Mohanty, Siddharth Narayanan, Bianca Pereira, Paul Buitelaar, Saurav Karmakar, Rajdeep Sarkar
2021 Information  
In particular, we analyse the use cases for knowledge graphs within this enterprise, and this led us to a new extension to the knowledge graph system.  ...  Further, we extend the kinds of relations extracted by the system and show how the use of the BERTand ELMomodels can produce high-quality results.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/info12040160 fatcat:vd3fky4gqjhtrpp5pcvyejdtwy

GeCoAgent: A Conversational Agent for Empowering Genomic Data Extraction and Analysis

Pietro Crovari, Sara Pidò, Pietro Pinoli, Anna Bernasconi, Arif Canakoglu, Franca Garzotto, Stefano Ceri
2022 ACM Transactions on Computing for Healthcare  
GeCoAgent uses a dialogic interface, animated by a chatbot, for supporting the end-users' interaction with computational tools accompanied by multi-modal support.  ...  With the availability of reliable and low-cost DNA sequencing, human genomics is relevant to a growing number of end-users, including biologists and clinicians.  ...  ACKNOWLEDGEMENTS This work was supported by the ERC Advanced Grant 693174 "Data-Driven Genomic Computing (GeCo)".  ... 
doi:10.1145/3464383 fatcat:z55wpyjvhjdytkr6g53uflswyi

Frontiers, challenges, and opportunities for information retrieval

James Allan, Bruce Croft, Alistair Moffat, Mark Sanderson
2012 SIGIR Forum  
The information retrieval models and the evaluation framework should aim to handle redundancy/novelty, diversity, dependency between information units, and even information discovery through inference.  ...  In other words, the goal is breaking information access barriers and making search facilities available to everyone. Motivation.  ...  For example, it is possible to forward each user's query through a randomly generated path of cooperative network nodes before reaching a search engine.  ... 
doi:10.1145/2215676.2215678 fatcat:mo7fz7o5vzdrfkiisn2rdttg6y

Introduction to Linked Data and Its Lifecycle on the Web [chapter]

Axel-Cyrille Ngonga Ngomo, Sören Auer, Jens Lehmann, Amrapali Zaveri
2014 Lecture Notes in Computer Science  
The term Linked Data refers to a set of best practices for publishing and interlinking structured data on the Web.  ...  to be considered.  ...  This work was supported by a grant from the European Union's 7th Framework Programme provided for the projects LOD2 (GA no. 257943), GeoKnow (GA no. 318159) and the Eureka project SCMS.  ... 
doi:10.1007/978-3-319-10587-1_1 fatcat:2vba6rydjvehro3cwcakafnn5e

e-Learning Management System Using Service Oriented Architecture

Jabr
2010 Journal of Computer Science  
It also supports the cross browser and it is fully integrated with different databases; MS SQL Server, MS Access, Oracle and LDAP.  ...  Results: The key values of Interoperability, durability, compatibility, manageability, dynamic reusability and accessibility in the proposed architecture enhance the future e-Learning systems to communicate  ...  The user interface is largely the same in Microsoft Internet Explorer, Firefox and Opera. There are no menus or editors driven by DHTML, or the like, that can fail to work in some environments.  ... 
doi:10.3844/jcssp.2010.285.295 fatcat:twabvh4v2zbqvdi6qg7kzslrse

Final EOSC Service Architecture

Leonardo Candela, Donatella Castelli, Franco Zoppi
2019 Zenodo  
Such services include cross-cutting services together with services specifically envisaged to serve researchers, research administrators, third-party service providers as well as EOSC managers, service  ...  The deliverable also discusses aspects related to "how" the system can/should be developed.  ...  and global resource coherence as well as querying by clients outside the astrophysical domain; • SQL-like RDB interface: to allow for finer and domain specific queries on the available resources; • XML  ... 
doi:10.5281/zenodo.3258797 fatcat:dlqet5ofajeyjnr3mwjwmn7vqy

Open Access To Data

Anna Donovan, Rachel Finn, Kush Wadhwa, Lorenzo Bigagli, Guillermo Vega Gorgojo, Martin Georg Skjæveland
2014 Zenodo  
Open Access to Data. Deliverable D2.3 BYTE Project.  ...  In the Linked Open NPD FactPages, the URI for querying the SPARQL endpoint is http://sws.ifi.uio.no/sparql/npd-v2?query= followed by a URL encoded SPARQL query.  ...  The endpoint is an interface that adheres to the SPARQL protocol and allows users to issue SPARQL queries over the RDF data in the triple store.  ... 
doi:10.5281/zenodo.49171 fatcat:qzjytmfo25fmppvyluok74ly3e

Privacy in Sensor-Driven Human Data Collection: A Guide for Practitioners [article]

Arkadiusz Stopczynski, Riccardo Pietri, Alex Pentland, David Lazer, Sune Lehmann
2014 arXiv   pre-print
This development has been partially driven by individuals posting and storing data about themselves and friends using online social networks or collecting their data for self-tracking purposes (quantified-self  ...  For this reason, the need for solutions to ensure the privacy of the individuals generating data has grown alongside the data collection efforts.  ...  A second work consolidated discoveries from [117] , demonstrating the possibility to create a statistical database in which a trusted administrator introduces noise to the query responses with the goal  ... 
arXiv:1403.5299v1 fatcat:4l5pk7l66jcobdmxjb7a3hpdtu

Project-Based Learning for Graduate Students in Digital Humanities

Thomas Augst, Deena Engel
2022 Qeios  
This essay reports on a five-year summer internship sponsored by the Graduate School of Arts and Sciences at New York University that sought to apply computer science pedagogy in project-based learning  ...  Describing the framework of PBL computer science pedagogy, the essay considers the technology learning objectives of a broad variety of projects undertaken by 50 MA and PhD students from disciplines ranging  ...  Acknowledgements The authors would like to thank the NYU librarians who provided DH workshops: Zach Coble and Andrew Battista; Joe Versoza in Computer Science for joining us and mentoring students; and  ... 
doi:10.32388/4w5txn fatcat:gtp77wcrj5h3rmobrslnhbjozu

Semantically-enhanced advertisement recommender systems in social networks

Ali Pazahr, J. Javier Samper Zapater, Francisco García Sánchez, Carmen Botella, Rafael Martinez
2016 Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services - iiWAS '16  
I wish all the best for these dear people. This Thesis is included in the Spanish MINECO project ''Radio Access Technologies for Heterogeneous Wireless Networks'' (RACHEL TEC2013-47141-C4-4-R).  ...  By analyzing the table UserRates and the number of liked music tracks which each user has submitted, using the Equation 4-1, it is possible to get the result using a SQL query which is executed in MS SQL  ...  The query shown in the Figure 5 -2 depicts how the results can be prepared using a SQL query.  ... 
doi:10.1145/3011141.3011489 dblp:conf/iiwas/PazahrZSBM16 fatcat:oi4kf355ovhkvl3wckpzfjajsu

Understanding And Mapping Big Data

Rajendra Akerkar, Guillermo Vega-Gorgojo, Grunde Løvoll, Stephane Grumbach, Aurelien Faravelon, Rachel Finn, Kush Wadhwa, Anna Donovan, Lorenzo Bigagli
2015 Zenodo  
In a world with true PaaS for data, users would be able to upload data to the cloud, query it exactly as they do today over their SQL databases on the intranet, and selectively share the data and results  ...  In the enterprise, data consumers have usually been people who know how to ask SQL queries, via a command-line interface or a graphical query tool, over a structured database.  ... 
doi:10.5281/zenodo.49161 fatcat:wz3cwet3wfbmvfzucivu3t64eq

A user-centered and group-based approach for social data filtering and sharing

Xuan Truong Vu, Marie-Hélène Abel, Pierre Morizet-Mahoudeaux
2015 Computers in Human Behavior  
For helping the users to overcome such difficulties, we propose a User-centered and groupbased approach for social data filtering and sharing.  ...  This novel approach has a twofold purpose: (1) allow the users to aggregate their social data from different social network sites, and to extract from those data the contents of their interest, and (2)  ...  are just some examples of the group-specific knowledge discovery based on the data made available by the contributions and exchanges of the group members.  ... 
doi:10.1016/j.chb.2014.11.079 fatcat:2etut2mmxrhpdnhimqoiyottri

Proceedings Table of Contents

1992 ESSCIRC '92: Eighteenth European Solid-State Circuits conference  
This research also highlights the effects of interface design on user calibration.  ...  The authors also wish to express their appreciation to the three reviewers for their insights and helpful comments. ACKNOWLEDGMENTS We thank the three anonymous reviewers for their helpful comments.  ...  In the query writing stage, users have to specify the output from stage 1 into the formal syntax of a query language. A simple example in SQL is: "select name from faculty".  ... 
doi:10.1109/esscirc.1992.5468476 fatcat:oqbt3cebxjczhkhd4gswddqdte
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