Semantics 2023

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The IEEE International Conference on Semantic Computing (ICSC), organized by the IEEE Computer Society, is an international interdisciplinary forum for researchers and practitioners to present research that advances the state of the art and practice of Semantic Computing, as well as identifying the emerging research topics and defining the future of Semantic Computing. The conference particularly welcomes interdisciplinary research that facilitates the ultimate success of Semantic Computing.

Awards: Best Paper Award, Best Student Paper Award, Best Student Opponent Award

Conference History:

17th IEEE ICSC2023, February 1-3, 2023, Laguna Hills, California, USA / Virtual venue

Workshops:
International Workshop on Semantic Data Integration (SDI 2023
​Tutorial and Workshop on Semantic Blockchain (SBC 2023)
International Workshop on Semantic Computing for Social Networks and Organization Sciences (SCSN 2023)​
International Knowledge Graph Reasoning Challenge (IKGRC 2023)
PhD Workshop

Sessions:
TBD

Keynotes:
TBD

16th IEEE ICSC2022, January 26-28, 2022, Laguna Hills, California, USA Virtual venue

Workshops:
4th International Workshop on Semantic Data Integration (SDI2022)
2nd Tutorial and Workshop on Semantic Blockchain (SBC2022)
10th IEEE International Workshop on Semantic Computing for Social Networks and Organization Sciences (SCSN 2022; Theme: From user information to social knowledge)
7th International Workshop on Semantic Computing and Knowledge Creation based on Needs Engineering (SCKNE2022)
6th International Workshop on Semantic Robotics (SR 2022)
5th International Workshop on Semantic Multimedia Computing (SMC 2022)

Sessions:
TBD

Keynotes:
Deep Learning or Green Learning?
Machine Learning and Logic: Fast and Slow Thinking

15th IEEE ICSC2021, January 27-29, 2021, Laguna Hills, California, USA Virtual venue

Workshops:
7th International Workshop on Semantic Machine Learning (SML 2021); 6th International Workshop on Semantic Computing and Knowledge Creation based on Needs Engineering (SCKNE 2021)

Tutorials:
tbd

Sessions:
tbd

Keynotes:
Resolving the Gap between Image Pixels and Semantics: Yesterday, Today and Tomorrow

14th IEEE ICSC2020, February 3 – 5, 2020, San Diego, California, USA

Workshops:
6th International Workshop on Semantic Machine Learning (SML 2020); 5th International Workshop on Semantic Computing and Knowledge Creation based on Needs Engineering (SCKNE 2020)

Tutorials:
Semantic Computing with Big Data

Sessions:
Machine Learning; Semantic Computing and Semantic Inconsistencies for Autonomous Service Robot; Deep learning and human computer interaction; Knowledge representation and Semantic Textual Similarity; Machine learning techniques and multimedia; Natural language processing

Keynotes:
Enhancing Immersive Experiences with Contextual Data

13th IEEE ICSC2019, January 30 – February 1, 2019, Newport Beach, California, USA

Workshops:
Seventh International Workshop on Semantic Computing for Social Networks and Organization Sciences: from user information to social knowledge (SCSN 2019); First International Workshop on Intelligence & Interaction in Knowledge Engineering (IIKE 2019); Fourth International Workshop on Semantic Computing and Knowledge Creation based on Needs Engineering (SCKNE 2019)

Tutorials:
Semantic Computing with Big Data; Semantic Block Chain

Sessions:
Semantic Search and Querying; Semantic Learning; Semantic Mining and Applications; Semantic Applications; Semantic Analysis; Semantic Analysis and Learning

Keynotes:
Integrating Semantic Computing Capabilities into Mission Critical Systems; Scaffolding Sophisticated Performances: Interpreting Steams of Learner Behaviors in Open-Ended Complex Settings

12th IEEE ICSC2018, January 31 – Febrary 2 ,2018, Laguna Hills, California, USA

Workshops:
Sixth International Workshop on Semantic Computing for Social Networks and Organization Sciences: from user information to social knowledge (SCSN 2018); Third International Workshop on Semantic Computing and Knowledge Creation Based on Needs Engineering (SCKNE 2018)

Tutorials:
none

Sessions:
Semantic descriptions; Semantic annotation; Semantic analysis / learning; Semantics in media; Semantic methods; Semantic applications; Learning

Keynotes:
Semantic Mapping for Mobile Robots; What are the Semantics of VR; Semantic Interoperability in the Internet of Everything Ecosystem

11th IEEE ICSC2017, January 30 – Febrary 1, 2017, San Diego, California, USA

Workshops:
Fifth International Workshop on Semantic Computing for Social Networks and Organization Sciences: from user information to social knowledge (SCSN 2017); Second International Workshop on Semantic Computing and Knowledge Creation Based on Needs Engineering (SCKNE 2017)

Tutorials:
Big Data

Sessions:
Semantic analytics; Semantic applications; Semantic languages; Semantic structures; Semantic multimedia; Semantic descriptions

Keynotes:
Requirements for Requirements Engineering Tools that Require Understanding Requirement Semantics – Why such tools should be clerical and not NLP-based; Deep Tweaking: Techniques for Measuring Semantic Engagement; Breaking BAD: Data Serving for Big Active Data

10th IEEE ICSC2016, Febrary 3 – 5, 2016, Laguna Hills, California, USA

Workshops:
Fourth International Workshop on Semantic Computing for Social Networks: from user information to social knowledge (SCSN 2016); First International Workshop on Semantic Computing and Knowledge Creation Based on Needs Engineering (SCKNE 2016); Fifth International Workshop on Semantic Multimedia (ICSC-SMM’16

Tutorials:
Tutorial and Workshop on Semantic Computing with Big Data

Sessions:
Semantics Mining, Learning, and Applications; Semantic Multimedia; Semantic-based Analysis for Web Applications; Semantics Integration and Analysis; Semantic Healthcare and Biomedical Big Data

Panels:
Semantic Computing for Education and Society; Semantic Computing for Industry Applications

Keynotes:
Answering Structured Queries and Natural language Questions on RDF Knolwedge Bases and Their History; Semantic Computing for Analytics – Lessons from Automotive Industry; Standards in IoT and the Role of Semantics

9th IEEE ICSC2015, Febrary 7 – 9, 2015, Anaheim, California, USA

Workshops:
Third International Workshop on Semantic Computing for Social Networks: from user information to social knowledge (SCSN 2015)

Tutorials:
Big Data Technologies (Hands-on) Workshop

Sessions:
Semantics Mining, Learning, and Applications; Semantic Multimedia; Semantics Integration and Analysis; Semantic-based Analysis for Web Applications

Panels:
Role of Semantics in Analytics; Future Trends of Semantic Computing

Keynotes:
Semantically Linked Photos for Building Visual Web; Theory versus Practice in Data Science; Enterprise Trends and Opportunities in the Age of Semantic Computing; Semantic and Modeling Standards

8th IEEE ICSC2014, June 16 -18, 2014, Newport Beach, California, USA

Workshops:
Second International Workshop on Semantic Computing for Social Networks: from user information to social knowledge (SCSN 2014)

Tutorials:
Semantic Computing with Big Data/Big Data Technologies – A ‘hands-on’ tutorial

Sessions:
Semantic Multimedia; Semantics Mining, Learning, and Applications; Semantics Integration and Analysis; Semantic-based Analysis for Web Applications

Panels:
Challenges of Semantic Computing and Medical Big Data

Keynotes:
Meta-Algorithmic Approaches to Semantic Computing; The Roles of Reductionism, Emergence and Functional Equivalence in Semantic Computing; Ontology and Taxonomy: Strange Bedfellows; Graph Technology for Semantic Analytics and Connected Big Data; Enterprise “knowledge graphs”: when “Web of Data” technologies make a lot of sense in business scenarios (plenary session)

7th IEEE ICSC2013, September 16 – 18, 2013, Irvine, California, USA

Workshops:
Workshop on Semantic Computing for Social Networks: from user information to social knowledge (SCSN 2013)

Tutorials:
—

Sessions:
Semantics Analysis, Integration, and Interfaces; Applications using Semantics; Semantic-based Analysis for Natural Language Processing and Applications; Semantics Mining, Learning, and Applications; Semantic-based Analysis for Web Applications; Semantic Multimedia

Keynotes:
Making Search Smarter: Semantics, Google’s Knowledge Graph, and the Future of Search; Complex event handling with Semantic Technology

6th IEEE ICSC2012, September 19 – 21, 2012, Palermo, Italy

Workshops:
—

Tutorials:
none

Sessions:
Reasoning; Data Mining & Misc; Machine Learning

Keynotes:
ART framework for Ontology Management; Managing Online Business Communities

5th IEEE ICSC2011, September 19 – 21, 2011, Palo Alto, California, USA

Workshops:
Ontologies for Systems Integration and Standards

Tutorials:
none

Sessions:
Sematic Web

Keynotes:
Going beyond shallow semantics; Merging Propositional and Distributional Information

Co-located Events:
Silicon Valley Semantic Technology Group Meetup: “Semantic Technology: Good for Business, bad for privacy?”

4th IEEE ICSC2010, September 22-24, 2010, Pittsburgh, Pennsylvania, USA

Workshops:
—

Tutorials:
none

Sessions:
Semantic Web Services; Interoperability, Service, & Ontology Integration; Data and Web Mining; Semantic System Design and Synthesis

Keynotes:
Using Semantics to Improve Interactive Information Access

3rd IEEE ICSC2009, USA; September 14-16, 2009, Berkeley, California

Workshops:
Middleware for the Semantic Web: Towards Knowledge in the Cloud (CANCELLED); Workshop on Semantic Web Information Management

Tutorials:
none

Sessions:
Semantic Web Services; Metadata, Ontology Integration, and Semantic System Design; Description Languages and Ontology Integration

Panels:
Semantic Technologies in the Federal Government

Keynotes:
Understanding User Intent using semantics; What Semantics Has Meant to Me

2nd IEEE ICSC2008, August 4-7, 2008, Santa Clara, California, USA

Workshops:
Middleware for the Semantic Web: Enabling a Web of Knowledge and Services

Tutorials:
Enhancing Semantic via Knowledge Discovery from Distributed Multimedia Information Systems; Utilizing Federated Knowledge in Semantic Web Applications

Sessions:
Knowledge Engineering and Data Mining; Semantic Web

Panels:
Semantic Computing: Issues, Challenges, and Future Research Directions

Keynotes:
Semantics on the Web: How do we get there?

1st IEEE ICSC2007, September 17-19, 2007, Irvine, California, USA

Workshops:
Multimedia Knowledge Management and Processing

Tutorials:
none

Sessions:
Knowledge Engineering and Data Mining; Semantic Web

Panels:
Semantic Computing: Issues, Challenges, and Future Research Directions

Keynotes:
Semantic Computing – A New Frontier; Behind the Scenes Data Challenges in Semantic Computing