Difference between revisions of "AmelieGyrard"

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[[File:AwardIoT.jpg|300px|thumb|right|  Best Paper Award at AINA Conference Workshop 2016]]
 
[[File:AwardIoT.jpg|300px|thumb|right|  Best Paper Award at AINA Conference Workshop 2016]]
  
Postdoctoral researcher (with the appointment as a research assistant professor) at the [http://knoesis.wright.edu/ Kno.e.sis Center], Wright State University, USA, under the supervision of [http://knoesis.wright.edu/amit/ Prof. Amit Sheth].  
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Postdoctoral researcher (with the appointment as a research assistant professor) at the [http://knoesis.wright.edu/ Kno.e.sis Center], Wright State University, USA, under the supervision of [http://knoesis.wright.edu/amit/ Prof. Amit Sheth], [http://knoesis.wright.edu/tkprasad/ Prof. T.K. Prasad], and [http://knoesis.org/faculty/shalin/ Prof. Valerie Shalin].
  
 
Passionate about Semantic Web technologies, ontologies, Internet of Things and Web of Things technologies. My main interest is to pursue research with fast prototyping of research ideas.
 
Passionate about Semantic Web technologies, ontologies, Internet of Things and Web of Things technologies. My main interest is to pursue research with fast prototyping of research ideas.
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=== Student Supervision ===
 
=== Student Supervision ===
  
Internship at Eurecom, April - September 2014, Amira Sifaoui:
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Collaborative Remote Project (IIIT Naya Raipur (IIIT-NR) India, Knoesis/USA), Summer 2019 (10 weeks):
* Integrating a SPARQL endpoint: Jena Fuseki
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* Students: Vishal Pallagani and Vedant Khandelwal
* Integrating a triplestore: Jena TDB
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* Project: Knowledge extraction from ontology-based IoT healthcare projects
* Ontology mapping tools state of the art. Tests to combine domain ontologies (LOV4IoT) with LogMap, Aroma, Prompt
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* Tests to extract owl:Restrictions
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Internship at Eurecom, April - September 2014:
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* Student: Amira Sifaoui
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* Project: 1) Integrating a SPARQL endpoint: Jena Fuseki, 2) integrating a triplestore: Jena TDB, 3) ontology mapping tools state of the art. Tests to combine domain ontologies (LOV4IoT) with LogMap, Aroma, Prompt, and 4) tests to extract owl:Restrictions.
  
 
Eurecom semester's project, April - June 2014:
 
Eurecom semester's project, April - June 2014:
* Riina Mikkonen: Improving the user interface SWoT templates, JavaScript, D3.js
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* Student: Riina Mikkonen. Project: Improving the user interface SWoT templates, JavaScript, D3.js
* Clement Tarriere: Java Security API audit, Transport scenario (ontology, Jena)
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* Student: Clement Tarriere. Project: Java Security API audit, Transport scenario (ontology, Jena)
* Romain Fage: Refactoring audit, Transport scenario (ontology, Jena)
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* Student: Romain Fage. Project: Refactoring audit, Transport scenario (ontology, Jena)
 +
 
 +
University of Nice Sophia Antipolis's project, April - June 2014:
 +
* Student: Eric Otto. Project: Ontology metadata, LOV API, Plugin protege, Java Swing
  
University of Nice Sophia Antipolis's project, April - June 2014
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University of Nice Sophia Antipolis's project, 3 weeks, 2013:
* Eric Otto: Ontology metadata, LOV API, Plugin protege, Java Swing
+
* Student: Guy Champollion. Project: Integrating the Bootstrap framework
* University of Nice Sophia Antipolis's project, 3 weeks, 2013
+
* Student: Wafaa Namasse. Project: Contributing to the naturopathy knowledge base
* Guy Champollion: Integrating the Bootstrap framework
+
* Student: Emmanuel Menage. Project: Restaurant scenario, Geonames, Google Maps
* Wafaa Namasse: Contributing to the naturopathy knowledge base
+
* Emmanuel Menage: Restaurant scenario, Geonames, Google Maps
+
  
 
== Acknowledgments ==
 
== Acknowledgments ==

Latest revision as of 14:13, 15 August 2019

The Web Conference 2018 (previously WWW) Demo Co-chair
Amelie Gyrard
M3 Tee Shirt
M3 Tee Shirt and Stickers
Best Paper Award at WWW/Internet Conference 2018
Best Paper Award at AINA Conference Workshop 2016

Postdoctoral researcher (with the appointment as a research assistant professor) at the Kno.e.sis Center, Wright State University, USA, under the supervision of Prof. Amit Sheth, Prof. T.K. Prasad, and Prof. Valerie Shalin.

Passionate about Semantic Web technologies, ontologies, Internet of Things and Web of Things technologies. My main interest is to pursue research with fast prototyping of research ideas.

Additional information:

Contents

Short Biography

Dr. Amelie Gyrard is a post-doc researcher with the appointment as a research assistant professor at Kno.e.sis - Ohio Center of Excellence in Knowledge-enabled Computing, Wright State University, Ohio, USA.

Previously, she worked at MINES Saint-Etienne (Connected Intelligence - Knowledge Representation and Reasoning team), France.

She was also a post-doc at Insight Center for Data Analytics, National University of Galway, Ireland and actively worked in the scientific development and coordination of the FIESTA-IoT (Federated Interoperable Semantic IoT/Cloud Testbeds and Applications) EU H2020 project.

Her research interests are Software engineering for Semantic Web of Things and Internet of Things (IoT), semantic web best practices and methodologies, ontology engineering, Artificial Intelligence (AI) such as reasoning, and interoperability of IoT data.

She received her Ph.D. in 2015 from Eurecom where she designed and implemented the Machine-to-Machine Measurement (M3) framework. The title of her dissertation is "Designing Cross-Domain Semantic Web of Things Applications". An entire workflow to semantically annotate heterogeneous IoT data, a necessary step to reason on data to infer high-level abstractions and querying enriched data. This framework hides the complexity of using semantic web technologies to the developers by providing a package with the domain knowledge required to produce the entire workflow. Moreover, it shows the importance to combine heterogeneous applicative domains.

She co-organized tutorials, workshops, and challenges on the Semantic Web of Things related topics (e.g., ISWC 2016, ISWC 2017, and WWW 2017). Her work is published in conferences, journals, and book chapters. She also disseminated her work in standardizations such as ETSI M2M, oneM2M, and W3C Web of Things. Her publications have over 540 citations. She is also a reviewer for IoT, Semantic Web related journals, and conferences.

Research Projects @ Knoesis

KHealth projects @ Knoesis

Kno.e.sis asthma ontology

Disaster Management with Hazards SEES @ Knoesis

Other projects @ Knoesis

Semantic Web of Things Research Projects (2012 - 2019)

Semantic Web of Things with M3 Framework

Machine-to-Machine Measurement (M3) is a framework to semantically annotate and easily interpret Internet of Things (IoT) data. M3 enables designing interoperable domain-specific or cross-domain Semantic Web of Things (SWoT) applications. Our main goals are to help developers for fast-prototyping of IoT applications and reducing the learning curve of integrating semantic web technologies. We mainly address semantic interoperability on sensor data, ontologies, reasoning on data to build Web of Things applications.

  • Demos:



Ontology Catalog for Internet of Things with LOV4IoT

The Linked Open Vocabularies for Internet of Things (LOV4IoT)is an extension of the Linked Open Vocabularies (LOV) ontology catalog. LOV4IoT references ontology-based IoT projects:
- Almost 500 ontology-based projects are referenced for IoT, smart cities, etc.
- More than 20 domains relevant to IoT are classified such as building, smart grid, smart agriculture, robotics, smart transportation, healthcare, etc.
- The LOV4IoT ontology catalog table view is provided for humans.
- The LOV4IoT RDF dataset is provided for machines.

  • Demo:


Semantic Web Best Practices with PerfectO

Perfect Ontology (PerfectO) references, classifies and provides tools to encourage Semantic Web Best Practices to achieve Semantic Interoperability by focusing on ontology improvement.


Interpreting IoT Data with Sensor-based Linked Open Rules (S-LOR)

Sensor-based Linked Open Rules (S-LOR) is a rule-based reasoning engine and an approach for sharing and reusing interoperable rules to deduce meaningful knowledge from sensor measurements.


Unifying IoT Data & Domain Knowledge with the Machine-to-Machine Measurement (M3) Language

M3 language is a dictionary which has been designed to unify IoT Data & Domain Knowledge. M3 language is implemented within the M3 ontology. M3 ontology has been extended and improved for the FIESTA-IoT EU H2020 project.


Securing IoT applications with the Security Toolbox: Attacks and Countermeasures (STAC) Knowledge Graph

Security Toolbox: Attacks and Countermeasures (STAC) is a project to assist developers in:
- Designing secured applications or architectures.
- Being aware of main security threats.
- Exploring security in various technologies such as sensor, cellular (2G, 3G, 4G), wireless networks (Wi-Fi, Wimax, Zigbee, Bluetooth), Mesh/M2M/Manet, network management, web applications, cryptography, attacks & countermeasures, security properties (e.g., authentication), etc.


Semantic Interoperability with the SEG 3.0 Methodology

SEG 3.0 Methodology for Semantic Interoperability has been used to design the FIESTA-IoT EU H2020 project.
FIESTA-IoT stands for Federated Interoperable Semantic IoT Testbeds and Applications.
SEG 3.0 methodology extends the M3 research methodology and its tools such as M3 language, LOV4IoT, SLOR, etc.


Towards an e-learning platform for the Semantic Web of Things

Organization of numerous events, set of useful links, etc.


Publications

Check all publication on Google Scholar

  • Citation count: 692 (May 2019)
  • H-index: 17 (May 2019)
  • I10-index: 24 (May 2019)


Other papers on Google Scholar

International Journals and Magazines (2016-2019)

Automatic Knowledge Extraction to build Semantic Web of Things Applications

  • Mahda Noura, Amelie Gyrard, Sebastian Heil, Martin Gaedke.
  • IEEE Internet of Things (IoT) Journal 2019.
  • Impact factor: 5.863 in 2019

IAMHAPPY: Towards An IoT Knowledge-Based Cross-Domain Well-Being Recommendation System for Everyday Happiness.

  • Amelie Gyrard, and Amit Sheth.
  • IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) Conference 2019
  • Published within the Elsevier Smart health Journal.

Building IoT based applications for Smart Cities: How can ontology catalogs help?

  • Amelie Gyrard, Antoine Zimmermann, Amit Sheth
  • IEEE Internet of Things Journal, July 2018
  • Impact factor: 5.863 in 2019

Multi-Layer Cross Domain Reasoning over Distributed Autonomous IoT Applications

  • Muhammad Intizar Ali, Pankesh Patel, Soumya Kanti Datta, Amelie Gyrard
  • International Workshop on Very Large Internet of Things (VLIoT 2017) in conjunction with 43rd International Conference on Very Large Data Bases (VLDB 2017), August 28 - September 1 2017, Munich, Germany. Published within the Open Journal of Internet of Things (OJIOT). Research Online Publisher (RonPub).
  • VLDB is ranked as A* conference according to Core conference Portal

Building the Web of Knowledge with smart IoT applications

  • Amelie Gyrard, Pankesh Patel, Amit Sheth, Martin Serrano.
  • IEEE Intelligent Systems Magazine, September/October 2016
  • Impact factor: 2.374 in 2017


Book Chapters 2016-2017

  • Book Chapter: Building Interoperable and Cross-Domain Semantic Web of Things Applications. Amelie Gyrard, Martin Serrano and Pankesh Patel. PDF on arXiv, book chapter published within the book: Managing the Web of Things: Linking the Real World to the Web in February 2017
  • Book Chapter: A Review of Tools for IoT Semantics and Data Streaming Analytics. Martin Serrano and Amelie Gyrard PDF, book chapter published within the book The Building Blocks of IoT Analytics - Internet-of-Things Analytics in November 2016
  • Book Chapter: Cross-Domain Interoperability Using Federated Interoperable Semantic IoT/Cloud Testbeds and Applications: The FIESTA-IoT Approach. Martin Serrano, Amelie Gyrard et al. PDF, book chapter published within the book Building the Future Internet through FIRE 2016 FIRE Book: a Research and Experimentation based Approach in June 2017.


Ph.D. Dissertation (2015)

Designing Cross-Domain Semantic Web of Things Applications

  • Amelie Gyrard
  • Committee: Christian BONNET(advisor), Karima BOUDAOUD (advisor), Bruno MARTIN, Jérôme EUZENAT, Oscar CORCHO, Payam BARNAGHI, Claude HARY, and Philippe BADIA
  • Telecom ParisTech, 2015


International Conferences (2015-2018) - Selected Publications - Most cited ones

Concept Extraction from Web of Things Knowledge Bases

  • Mahda Noura, Amelie Gyrard, Sebastian Heil, and Martin Gaedke.
  • International Conference WWW/Internet, 2018
  • Outstanding Paper Award


Enrich Machine-to-Machine Data with Semantic Web Technologies for Cross-Domain Applications

  • Amelie Gyrard, Christian Bonnet and Karima Boudaoud
  • IEEE World Forum on Internet of Things (WF-IoT), 2014


LOV4IoT: A second life for ontology-based domain knowledge to build Semantic Web of Things applications

  • Amelie Gyrard, Christian Bonnet, Karima Boudaoud and Martin Serrano
  • 4rd International Conference on Future Internet of Things and Cloud (FiCloud), 2016


Cross-Domain Internet of Things Application Development: M3 Framework and Evaluation

  • Amelie Gyrard, Soumya Kanti Datta, Christian Bonnet, Karima Boudaoud
  • 3rd International Conference on Future Internet of Things and Cloud (FiCloud), 2015


Semantic Web Methodologies, Best Practices and Ontology Engineering Applied to Internet of Things

  • Amelie Gyrard, Martin Serrano, Ghislain Atemezing
  • IEEE World Forum on Internet of Things (WF-IoT), 2015


Connected Smart Cities: Interoperability with SEG 3.0 for the Internet of Things

  • Amelie Gyrard, Martin Serrano
  • 30th IEEE International Conference on Advanced Information Networking and Applications Workshops (WAINA), 2016


Reusing and Unifying Background Knowledge for Internet of Things with LOV4IoT

  • Amelie Gyrard, Ghislain Atemezing, Christian Bonnet, Karima Boudaoud and Martin Serrano
  • 4rd International Conference on Future Internet of Things and Cloud (FiCloud), 2016


FIESTA-IoT: Federated Interoperable Semantic Internet of Things (IoT) Testbeds and Applications

  • Amelie Gyrard and Martin Serrano
  • 13th European Semantic Web Conference (ESWC), EU Project Networking Session, 2016


Unified IoT Ontology to Enable Interoperability and Federation of Testbeds

  • Rachit Agarwal, David Gomez, Tarek Elsaleh, Amelie Gyrard, Jorge Lanza, Luis Sanchez, Nikolaos Georgantas, Valerie Issarny
  • IEEE 3rd World Forum on Internet of Things (WF-IoT) 2016


A Unified Semantic Engine for Internet of Things and Smart Cities: From Sensor Data to End-Users Applications

  • Amelie Gyrard, Martin Serrano
  • The 8th IEEE International Conference on Internet of Things (iThings), 2015


Assisting IoT Projects and Developers in Designing Interoperable Semantic Web of Things Applications

  • Amelie Gyrard, Christian Bonnet, Karima Boudaoud, Martin Serrano
  • The 8th IEEE International Conference on Internet of Things (iThings), 2015


A survey and analysis of ontology-based software tools for semantic interoperability in IoT and WoT landscapes.

  • Amelie Gyrard, Soumya Kanti Datta, Christian Bonnet
  • IEEE 4th World Forum on Internet of Things (WF-IoT), 2018


International Workshops (2018)

Personalized Health Knowledge Graph

  • Amelie Gyrard, Manas Gaur, Krishnaprasad Thirunarayan, Amit Sheth and Saeedeh Shekarpour.
  • 1st Workshop on Contextualized Knowledge Graph (CKG) co-located with International Semantic Web Conference (ISWC), 8-12 October 2018, Monterey, USA.


Sensor-based Linked Open Rules (S-LOR): An Automated Rule Discovery Approach for IoT Applications and its use in Smart Cities

  • Amelie Gyrard, Martin Serrano, Soumya Kanti Datta, Joao Bosco Jares, Muhammad Intizar Ali
  • 3rd International ACM Smart City Workshop (AW4city) in conjunction with 26th International World Wide Web Conference (WWW 2017), April 3-7 2017, Perth, Australia.


A Semantic Engine for Internet of Things: Cloud, Mobile Devices and Gateways

  • Amelie Gyrard, Soumya Kanti Datta, Christian Bonnet and Karima Boudaoud
  • 4th International Workshop on Extending Seamlessly to Internet of Things, in conjunction with the International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2015), Blumenau, Santa Carina, 8-10 July 2015


Standardizing Generic Cross-Domain Applications in Internet of Things

  • Amelie Gyrard, Soumya Kanti Datta, Christian Bonnet and Karima Boudaoud
  • Third Workshop on Telecommunications Standards, Part of IEEE Globecom 2014, Austin, TX, USA, 8-12 December 2014


Awards and Recognition

Standardization-related activities

Research outcomes disseminated to standardizations such as ETSI M2M, oneM2M (working group on management, abstraction and semantics), W3C Web of Things and W3C Semantic Sensor Networks (SSN):

  • W3C Semantic Web Standards

Expertise with W3C Recommendations Semantic Web Standards: RDF, RDFS, OWL, SPARQL, SSN.

  • White paper Semantic Interoperability for the Web of Things

Different standardization activities are working together (W3C Web of Things, oneM2M, IEEE P2413 and AIOTI)
Our research work called M3 has been taken as a baseline and is referenced within the White paper "Semantic Interoperability for the Web of Things" [Murdock et al. August 2016]

  • W3C Semantic Sensor Networks (SSN) Recommendation

Co-chair Semantic Sensor Networks (SSN) Workshop at ISWC 2018
We are extending the W3C SSN ontology to provide an IoT dictionary to unify sensor type, measurement type, units and IoT applicative domains.
Publication: Helping IoT Application Developers with Sensor-based Linked Open Rules at Semantic Sensor Networks Workshop (SSN), ISWC 2014

  • International W3C Web of Things Working Group

M3 referenced within the Web of Things Implementation list
M3 has been presented at W3C Workshop on the Web of Things, Berlin, Germany, 2014
Paper: Domain knowledge Interoperability to build the Semantic Web of Things
Slides: Domain knowledge Interoperability to build the Semantic Web of Things

  • International oneM2M standard - Working Group on Management, Abstraction and Semantics (MAS)

Contribution: A unified language to describe M2M/IoT data - Common terms to describe sensor measurements to ease the automatic interpretation by all M2M/IoT devices at MAS Working Group 5, March 2015
Contribution: Semantic Web best practices and guidelines for domain knowledge interoperability to build the Semantic Web of Things at Management, Abstraction and Semantics (MAS) Working Group 5, April 2014

  • European ETSI M2M Standard

We presented our research work at ETSI M2M Workshop 2013
Slides: An ontology to semantically annotate the M2M data

  • IoT Schema.org

We stay updated with the IoT Schema.org ongoing work.


Achievements & Awards


Nominations


Scientific Activities

Tutorials


Community Engagement: Co-Chair of Conference Tracks, Workshops, Challenges, etc.


PhD Jury Committee

  • PhD - Mehdi Terdjimi (University of Lyon) under the supervision of Lionel Medini and Michael Mrissa

PhD Thesis: Semantics-Based Multi-Purpose Contextual adaptation in the Web of Things [Medhi Terdjimi Dec. 2017]

Program Committee Member (2015-2019)


Invited Talks, Other Presentations

  • iot.schema.org Slides (November 2018)
  • Colloque IMT L'Energie en révolution numérique", 28 April 2017, Paris France

Poster: A Semantic Reasoning Engine for IoT and Smart Cities Applied to the Energy domain [Gyrard et al. 2017]
Poster: Internet of Things (IoT), Smart Cities, and Energy: Standardization Survey [Gyrard et al. 2017]

  • Talk at Laboratoire Hubert Curien Scientific Meeting's - January 12th 2017, Saint-Etienne, France

"Semantic Web of Things: Making IoT application development easy for developers with M3"

  • Talk at Insight Friday's talk - November 4th 2016, Galway, Ireland

"Semantic Web of Things: Providing Tools for IoT applications development by using M3 & FIESTA-IoT for developers"

  • Talk at Open Internet of Things Summer School 2016, 7-13 September 2016, Galway, Ireland

"Semantic Interoperability and the Future of Smart Cities"

  • Talk at Insight Friday's talk - June 26th 2015, Galway, Ireland

"Designing Cross-Domain Semantic Web of Things Applications"

Education

Ph.D. in Computer Science and Engineering

  • Presentation:

A one-year specialized postgraduate degree in Cryptography, System, Security, and Network

Master’s Degree in System Network and Internet

Bachelor’s Degree in Computer Science

Work Experience

Postdoctoral Researcher - Kno.e.sis Center, Wright State University, Ohio, USA
January 2018 - Present

  • Advisor: Prof. Amit Sheth
  • Involved in KHealth projets and other projects at Kno.e.sis Center.
  • Involved in US Project Proposal: National Science Foundation (NSF)


Postdoctoral Researcher - Ecole des Mines de Saint-Etienne, Saint-Etienne, France
December 2016 - December 2017 (1 year)


Postdoctoral Researcher - Insight Center for Data Analytics, National University of Galway, Galway, Ireland
May 2015 - November 2016 (1 year and 7 months)


PhD and Research Assistant - Eurecom, Sophia Antipolis, France
January 2012 - April 2015 (3 years and 4 months)


Apprenticeship - Inria, Sophia Antipolis, France
October 2010 - October 2011 (1 year)


Funding and Proposals

Research Proposals

  • USA proposals: National Science Foundation (NSF) or National Institutes of Health (NIH), 2018-2019 (Ongoing)
  • French proposal: Pole SCS, FUI 25, 2017 (Submitted)
  • Qualcomm Innovation Fellowship of Qualcomm Research Germany, 2014 (Submitted)


Fundings to attend Conferences / Travel Grants

  • Computing Research Association (CRA) Women Grad Cohort Workshop, April 2019 - Full Travel Award 2019 supported by the US National Science Foundation (NSF).
  • Computing Research Association (CRA) Women Career Mentoring Workshop 2018 (700 USD and free accommodation), supported by the National Science Foundation under Grant Number (1310792)
  • Smart Health Workshop Travel Award 2018 (1200 USD), supported by the National Science Foundation (NSF)
  • Organizations of workshops, tutorials, challenges (free or reduced conferences fees) at WWW 2018, ISWC 2018-2017, etc.
  • Research Grant to attend the conference and present papers at ESWC 2013
  • Selected as a volunteer to support and attend the conference to present papers at WWW 2013 (free accommodation and conferences fees)


Teaching and Student Supervision Experience

Teaching: Mainly Lab Sessions

Advanced Sermantic Web Class

  • Knoesis, Wright State University, Ohio, USA
  • September 2018

Engineering and Computer Science Environment Class

Semantic Web and Web of Things Class

Management Class

Semantic Web Class

  • Eurecom, Sophia Antipolis, France
  • March - June 2012, 21h

Mobile Networking Class

  • Eurecom, Sophia Antipolis, France
  • March - June 2012, 21h

Java Class

Student Supervision

Collaborative Remote Project (IIIT Naya Raipur (IIIT-NR) India, Knoesis/USA), Summer 2019 (10 weeks):

  • Students: Vishal Pallagani and Vedant Khandelwal
  • Project: Knowledge extraction from ontology-based IoT healthcare projects

Internship at Eurecom, April - September 2014:

  • Student: Amira Sifaoui
  • Project: 1) Integrating a SPARQL endpoint: Jena Fuseki, 2) integrating a triplestore: Jena TDB, 3) ontology mapping tools state of the art. Tests to combine domain ontologies (LOV4IoT) with LogMap, Aroma, Prompt, and 4) tests to extract owl:Restrictions.

Eurecom semester's project, April - June 2014:

  • Student: Riina Mikkonen. Project: Improving the user interface SWoT templates, JavaScript, D3.js
  • Student: Clement Tarriere. Project: Java Security API audit, Transport scenario (ontology, Jena)
  • Student: Romain Fage. Project: Refactoring audit, Transport scenario (ontology, Jena)

University of Nice Sophia Antipolis's project, April - June 2014:

  • Student: Eric Otto. Project: Ontology metadata, LOV API, Plugin protege, Java Swing

University of Nice Sophia Antipolis's project, 3 weeks, 2013:

  • Student: Guy Champollion. Project: Integrating the Bootstrap framework
  • Student: Wafaa Namasse. Project: Contributing to the naturopathy knowledge base
  • Student: Emmanuel Menage. Project: Restaurant scenario, Geonames, Google Maps

Acknowledgments

  • Cory Henson for this Wiki template and Knoesis project examples
  • Collaboration with incredible persons. Thank you very much to all of you [1]
  • Hazards SEES Project: Social and Physical Sensing Enabled Decision Support for Disaster Management and Response. NSF Award#: EAR 1520870
  • KHealth project: This work was supported in part by the National Institutes of Health (NIH) under Grant 1 R01 HD087132-01.