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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:

19th IEEE ICSC2025, February 3-5, 2025, Laguna Hills, California, USA / Virtual venue

Conference program TBD

Topics:
Content Analysis (from contents to semantics)
Description and Integration (of data and services)
Use of Semantics in IT Applications
Use of Semantics in Interdisciplinary Applications including Industry Applications
Interface

18th IEEE ICSC2024, February 5-7, 2024, Laguna Hills, California, USA / Virtual venue

Workshops:
International Workshop on Semantic Data Integration (SDI 2024)
Tutorial and Workshop on Gerarative AI (GAI 2024)
International Workshop on Semantic Computing for Social Networks and Organization Sciences (SCSN 2024)​
2nd International Knowledge Graph Reasoning Challenge (IKGRC 2024)​
International Workshop on Semantic Multimedia Computing (SMC 2024)

Tutorials:
Tutorial and Workshop on Gerarative AI (GAI 2024)

Sessions:
Best Paper Candidates
Image and Video Analysis
NLP
Ontology-based Systems
Text Classification and Analysis
Knowledge Representation and Processing
Invited Papers
Knowledge Extraction

Keynotes:
Automating Biomedical Data Science
Datafication and Calculation – How Far Should We Go?

Co-located Conferences:
1st IEEE International Conference on Artificial Intelligence x Medicine, Health, and Care (AIMHC)

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

Workshops:
6th International Workshop on Semantic Data Integration (SDI 2023)
​Tutorial and Workshop on Semantic Blockchain (SBC 2023)
11th International Workshop on Semantic Computing for Social Networks and Organization Sciences (SCSN 2023)​
1st International Knowledge Graph Reasoning Challenge (IKGRC 2023)
5th International Workshop on Semantic Multimedia Computing (SMC 2023)
PhD Workshop

Tutorials:
​Tutorial and Workshop on Semantic Blockchain (SBC 2023)

Sessions:
Best Paper Sessions (2)
Image and Video Analysis
Ontology-based Systems
Text Classification and Analysis
Knowledge Extraction
Natural Language Processing (NLP)
Knowledge Representation and Processing
Resource Track
Industry Papers

Keynotes:
Reflections on the State of Semantics and Semantic Computing
Green Learning: Introduction, Examples, and Outlook
​Opportunities in Semantic Computing
Large Language Models as Support for People with Disabilities

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

Workshops:
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)

Sessions:
Best Paper Sessions
Natural Language Processing (NLP)
Image and Video Analysis
Knowledge Extraction
Ontology-Based Systems
Knowledge Representation and Processing
Resource Trackk + PhD Workshop
Best Paper Sessions
Poster Session

Panels:
AI and Business
AI and Healthcare

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:
6th International Workshop on Semantic Computing and Knowledge Creation based on Needs Engineering (SCKNE 2021)
9th IEEE International Workshop on Semantic Computing for Social Networks and Organization Sciences (SCSN 2021)
5th International Workshop on Semantic Multimedia Computing (SMC 2021) & International Workshop on Semantic Robotics (SR 2021)
4th International Workshop on Semantic Data Integration (SDI2021)

Tutorials:
tbd

Sessions:
Knowledge Graphs and SPARQL
Knowledge Extraction
Industry Papers
Semantic Computing for Mobile Devices
Dialogue and Discourse
Neural Models
Internet of Things (IoT)
Empathy and Text Understanding
Ontologies
Trends and Sequences
Semantic Computing Applications
Sense and Disambiguation
Similarity and Classification
Sentiment and Emotion
Resource Track
Best Paper Sessions
Poster Sessions

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)
4th International Workshop on Semantic Multimedia Computing (SMC 2020)
3rd International Workshop on Semantic Data Integration (SDI 2020)
6th International Workshop on Semantic Machine Learning (SML 2020)

Tutorials:
Semantic Computing with Big Data

Sessions:
Machine Learning
Social Network and Text Mining
Semantic Computing and Semantic Inconsistencies for Autonomous Service Robots
Neural Nework and Internet of Things
Deep learning and human computer interaction
Knowledge representation and Semantic Textual Similarity
Prediction and detection
Machine learning techniques and multimedia
Natural language processing
Prediction activity
Sentiment analysis and neural network
Resource Track
Best Paper Sessions
Poster Sessions

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