Automatic text processing
An incremental approach to schema integration by refining extensional relationships
Proceedings of the seventh international conference on Information and knowledge management
Reconciling schemas of disparate data sources: a machine-learning approach
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Resolving semantic heterogeneity in schema integration
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
DAML-S: Web Service Description for the Semantic Web
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Comparison of Schema Matching Evaluations
Revised Papers from the NODe 2002 Web and Database-Related Workshops on Web, Web-Services, and Database Systems
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
Information Technology and Management
COMA: a system for flexible combination of schema matching approaches
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
FCA-MERGE: bottom-up merging of ontologies
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
A model for abstract process specification, verification and composition
Proceedings of the 2nd international conference on Service oriented computing
Learning domain ontologies for Web service descriptions: an experiment in bioinformatics
WWW '05 Proceedings of the 14th international conference on World Wide Web
The C-Cube framework: developing autonomic applications through web services
DEAS '05 Proceedings of the 2005 workshop on Design and evolution of autonomic application software
Model-directed web transactions under constrained modalities
Proceedings of the 15th international conference on World Wide Web
An open and dynamical service oriented architecture for supporting mobile services
ICWE '06 Proceedings of the 6th international conference on Web engineering
A peer-to-peer approach to Geospatial Web Services discovery
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Semi-automated adaptation of service interactions
Proceedings of the 16th international conference on World Wide Web
A p2p based service flow system with advanced ontology-based service profiles
Advanced Engineering Informatics
Expressing Service and Query Behavior Using \pi-Calculus for Matchmaking
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Adaptive Service Composition in Flexible Processes
IEEE Transactions on Software Engineering
Service oriented architectures: approaches, technologies and research issues
The VLDB Journal — The International Journal on Very Large Data Bases
Model-directed Web transactions under constrained modalities
ACM Transactions on the Web (TWEB)
Model-driven design and development of semantic Web service applications
ACM Transactions on Internet Technology (TOIT)
COCOA: COnversation-based service COmposition in pervAsive computing environments with QoS support
Journal of Systems and Software
Automatic annotation of Web services based on workflow definitions
ACM Transactions on the Web (TWEB)
Correctness-aware high-level functional matching approaches for semantic Web services
ACM Transactions on the Web (TWEB)
Towards a semantic- and context-based approach for composing web services
International Journal of Web and Grid Services
From web services annotation and composition to web services domain analysis
International Journal of Metadata, Semantics and Ontologies
Semantic mining and web service discovery techniques for media resources management
International Journal of Metadata, Semantics and Ontologies
Circular context-based semantic matching to identify web service composition
Proceedings of the 2008 international workshop on Context enabled source and service selection, integration and adaptation: organized with the 17th International World Wide Web Conference (WWW 2008)
Two extensions of service description to enhance the scalability of SOA
Proceedings of the 2nd international conference on Scalable information systems
Development of semantic web services: model driven approach
NOTERE '08 Proceedings of the 8th international conference on New technologies in distributed systems
MoSCA: seamless execution of mobile composite services
Proceedings of the 7th workshop on Reflective and adaptive middleware
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Semantic Web Service Selection at the Process-Level: The eBay/Amazon/PayPal Case Study
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Model Driven QoS Analyses of Composed Web Services
ServiceWave '08 Proceedings of the 1st European Conference on Towards a Service-Based Internet
Semantic Web Services for Satisfying SOA Requirements
Advances in Web Semantics I
Using interaction models to detect and resolve inconsistencies in evolving service compositions
Web Intelligence and Agent Systems
Engineering search computing applications: vision and challenges
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
A platform to evaluate the technology for service discovery in the semantic web
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
SITIO: semantic business processes based on software-as-a-service and cloud computing
E-ACTIVITIES'09/ISP'09 Proceedings of the 8th WSEAS International Conference on E-Activities and information security and privacy
Annotation, composition and invocation of semantic web services
Web Semantics: Science, Services and Agents on the World Wide Web
Learning domain ontologies for semantic Web service descriptions
Web Semantics: Science, Services and Agents on the World Wide Web
A multi-agent approach for generating ontologies and composing services into executable workflows
Proceedings of the 2010 EDBT/ICDT Workshops
ZebraX: a model for service composition with multiple QoS constraints
GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
Protocol-aware matching of web service interfaces for adapter development
Proceedings of the 19th international conference on World wide web
A WSMO-based semantic web services discovery framework in heterogeneous ontologies environment
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Combining pragmatics and intelligence in semantic web service discovery
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems - Volume Part II
An adaptive metadata model for domain-specific service registry
ICDCIT'07 Proceedings of the 4th international conference on Distributed computing and internet technology
Bringing semantic annotations to web services: OWL-S from the SAWSDL perspective
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
An efficient web service annotation method utilizing concept mapping and interface expansion
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Per-flow optimal service selection for Web services based processes
Journal of Systems and Software
P2P-SDSD: on-the-fly service-based collaboration in distributed systems
International Journal of Metadata, Semantics and Ontologies
ERGOT: A Semantic-Based System for Service Discovery in Distributed Infrastructures
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Adding semantics to software-as-a-service and cloud computing
WSEAS Transactions on Computers
Computing the Data Semantics of WSDL Specifications via Gradient Boosting
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Service chain-based business alliance formation in service-oriented architecture
Expert Systems with Applications: An International Journal
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
Context, quality and relevance: dependencies and impacts on RESTful web services design
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
Combining document classification and ontology alignment for semantically enriching web services
New Generation Computing
Contemporary web service discovery mechanisms
Journal of Web Engineering
Using SOA governance design methodologies to augment enterprise service descriptions
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Using a semantically enhanced database for business service and process modelling and integration
International Journal of Intelligent Information and Database Systems
Towards a unified model for web services composition
ASIAN'05 Proceedings of the 10th Asian Computing Science conference on Advances in computer science: data management on the web
Semantic annotation model definition for systems interoperability
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems
Design of quality-based composite web services
ICSOC'06 Proceedings of the 4th international conference on Service-Oriented Computing
Building semantic web services based on a model driven web engineering method
CoMoGIS'06 Proceedings of the 2006 international conference on Advances in Conceptual Modeling: theory and practice
Automatic creation of web services from extraction ontologies
CoMoGIS'06 Proceedings of the 2006 international conference on Advances in Conceptual Modeling: theory and practice
A minimalist approach to semantic annotations for web processes compositions
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Web process dynamic stepped extension: Pi-calculus-based model and inference experiments
OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
Peer-to-Peer technology usage in web service discovery and matchmaking
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Role of triple space computing in semantic web services
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Automatic annotation of web services based on workflow definitions
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Resolution of semantic queries on a set of web services
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Semantic annotation framework to manage semantic heterogeneity of process models
CAiSE'06 Proceedings of the 18th international conference on Advanced Information Systems Engineering
A semantic rewriting approach to automatic information providing web service composition
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Web services analysis: making use of web service composition and annotation
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
BPEL processes matchmaking for service discovery
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Ontology-Based grid index service for advanced resource discovery and monitoring
EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing
Automatically grounding semantically-enriched conceptual models to concrete web services
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
Introduction to semantic web services and web process composition
SWSWPC'04 Proceedings of the First international conference on Semantic Web Services and Web Process Composition
METEOR-S web service annotation framework with machine learning classification
SWSWPC'04 Proceedings of the First international conference on Semantic Web Services and Web Process Composition
Business-to-business integration technology
Data Management in a Connected World
Bootstrapping domain ontology for semantic web services from source web sites
TES'05 Proceedings of the 6th international conference on Technologies for E-Services
Ad-UDDI: an active and distributed service registry
TES'05 Proceedings of the 6th international conference on Technologies for E-Services
Dynamic service orchestration for SaaS application in web environment
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Optimal Adapter Creation for Process Composition in Synchronous vs. Asynchronous Communication
ACM Transactions on Management Information Systems (TMIS)
An ontology-based mechanism for automatic categorization of web services
Concurrency and Computation: Practice & Experience
QoS-aware automatic service composition: a graph view
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Automatic description of context-altering services through observational learning
Pervasive'12 Proceedings of the 10th international conference on Pervasive Computing
Interoperable Semantic and Syntactic Service Discovery for Ambient Computing Environments
International Journal of Ambient Computing and Intelligence
Semantic Annotation of Process Models for Facilitating Process Knowledge Management
International Journal of Information System Modeling and Design
A Query-based Approach for Semi-Automatic Annotation of Web Services
International Journal of Information Systems and Social Change
Similarity Measures for Substituting Web Services
International Journal of Web Services Research
A Survey of Approaches to Web Service Discovery in Service-Oriented Architectures
Journal of Database Management
Leveraging Incrementally Enriched Domain Knowledge to Enhance Service Categorization
International Journal of Web Services Research
International Journal of Business Information Systems
A Context-Based Approach to Reconciling Data Interpretation Conflicts in Web Services Composition
ACM Transactions on Internet Technology (TOIT)
The actor's view of automated planning and acting: A position paper
Artificial Intelligence
Learning web-service task descriptions from traces
Web Intelligence and Agent Systems
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The World Wide Web is emerging not only as an infrastructure for data, but also for a broader variety of resources that are increasingly being made available as Web services. Relevant current standards like UDDI, WSDL, and SOAP are in their fledgling years and form the basis of making Web services a workable and broadly adopted technology. However, realizing the fuller scope of the promise of Web services and associated service oriented architecture will requite further technological advances in the areas of service interoperation, service discovery, service composition, and process orchestration. Semantics, especially as supported by the use of ontologies, and related Semantic Web technologies, are likely to provide better qualitative and scalable solutions to these requirements. Just as semantic annotation of data in the Semantic Web is the first critical step to better search, integration and analytics over heterogeneous data, semantic annotation of Web services is an equally critical first step to achieving the above promise. Our approach is to work with existing Web services technologies and combine them with ideas from the Semantic Web to create a better framework for Web service discovery and composition. In this paper we present MWSAF (METEOR-S Web Service Annotation Framework), a framework for semi-automatically marking up Web service descriptions with ontologies. We have developed algorithms to match and annotate WSDL files with relevant ontologies. We use domain ontologies to categorize Web services into domains. An empirical study of our approach is presented to help evaluate its performance.