Web Information Systems and Applications: 19th International Conference, WISA 2022, Dalian, China, September 16-18, 2022, Proceedings

The 19th International Conference on Web Information Systems and Applications,WISA 2022, held in Dalian, China, had 45 full papers and 19 short papers presented, covering topics such as knowledge graph, natural language processing, world wide web, machine learning, query processing, algorithm, recommendation, data privacy and security, and blockchain.

Format: Paperback / softback
Length: 743 pages
Publication date: 08 December 2022
Publisher: Springer International Publishing AG

The 19th International Conference on Web Information Systems and Applications,WISA 2022, was held in Dalian, China, in September 2022. The conference featured a total of 45 full papers and 19 short papers, which were meticulously reviewed and selected from a pool of 212 submissions. These papers were organized into topical sections covering various areas of interest, including knowledge graph, natural language processing, the World Wide Web, machine learning, query processing and algorithms, recommendation systems, data privacy and security, and blockchain.

Knowledge Graph:
Knowledge graphs are a powerful tool for representing and reasoning with structured data. In this conference, researchers presented their latest advancements in knowledge graph construction, maintenance, and application. They discussed techniques for building large-scale knowledge graphs, integrating heterogeneous data sources, and leveraging graph neural networks for knowledge representation and inference.

Natural Language Processing:
Natural language processing (NLP) plays a crucial role in various web-based applications, such as chatbots, voice assistants, and search engines. In WISA 2022, researchers presented their latest developments in NLP, including text classification, sentiment analysis, named entity recognition, and language translation. They discussed the use of deep learning models, transfer learning, and data augmentation techniques to improve the performance of NLP systems.

World Wide Web:
The World Wide Web has become an integral part of our daily lives, and there is an ongoing effort to improve its functionality and scalability. In WISA 2022, researchers presented their latest research on web architecture, content management systems, web search, and web accessibility. They discussed the use of machine learning algorithms, data mining techniques, and distributed computing systems to enhance the performance and reliability of web applications.

Machine Learning:
Machine learning is a rapidly evolving field that has applications in various domains, including healthcare, finance, and transportation. In WISA 2022, researchers presented their latest research on machine learning algorithms, including supervised learning, unsupervised learning, and reinforcement learning. They discussed the use of deep learning models, transfer learning, and optimization techniques to improve the performance of machine learning systems.

Query Processing and Algorithm:
Query processing and algorithm are fundamental components of web information systems. In WISA 2022, researchers presented their latest research on query processing algorithms, including search engines, recommendation systems, and data mining. They discussed the use of optimization techniques, machine learning algorithms, and data structures to improve the efficiency and accuracy of query processing systems.

Recommendation Systems:
Recommendation systems are widely used in e-commerce, media streaming, and social media platforms. In WISA 2022, researchers presented their latest research on recommendation systems, including content-based recommendation, collaborative filtering, and user-based recommendation. They discussed the use of machine learning algorithms, user behavior analysis, and data mining techniques to improve the accuracy and relevance of recommendation systems.

Data Privacy and Security:
Data privacy and security are becoming increasingly important concerns in the digital age. In WISA 2022, researchers presented their latest research on data privacy and security, including privacy-preserving data mining, secure communication, and identity management. They discussed the use of encryption, authentication, and access control mechanisms to protect sensitive data and prevent unauthorized access.

Blockchain:
Blockchain is a distributed ledger technology that has gained popularity in recent years for its applications in finance, supply chain management, and other industries. In WISA 2022, researchers presented their latest research on blockchain technology, including blockchain consensus algorithms, smart contracts, and decentralized applications. They discussed the use of blockchain for secure and transparent transactions, as well as its potential applications in other fields.

Conclusion:
The 19th International Conference on Web Information Systems and Applications,WISA 2022, was a successful event that brought together researchers from around the world to discuss the latest advancements in web information systems and applications. The conference featured a wide range of topics, including knowledge graph, natural language processing, the World Wide Web, machine learning, query processing and algorithms, recommendation systems, data privacy and security, and blockchain. The papers presented at the conference covered a wide range of topics and demonstrated the latest research and developments in the field. The conference provided a platform for researchers to share their ideas, collaborate, and learn from each other, and it played a significant role in advancing the state-of-the-art in web information systems and applications.

The 19th International Conference on Web Information Systems and Applications,WISA 2022, was held in Dalian, China, in September 2022. The conference featured a total of 45 full papers and 19 short papers, which were meticulously reviewed and selected from a pool of 212 submissions. These papers were organized into topical sections covering various areas of interest, including knowledge graph, natural language processing, the World Wide Web, machine learning, query processing and algorithms, recommendation systems, data privacy and security, and blockchain.

Knowledge Graph:
Knowledge graphs are a powerful tool for representing and reasoning with structured data. In this conference, researchers presented their latest advancements in knowledge graph construction, maintenance, and application. They discussed techniques for building large-scale knowledge graphs, integrating heterogeneous data sources, and leveraging graph neural networks for knowledge representation and inference.

Natural Language Processing:
Natural language processing (NLP) plays a crucial role in various web-based applications, such as chatbots, voice assistants, and search engines. In WISA 2022, researchers presented their latest developments in NLP, including text classification, sentiment analysis, named entity recognition, and language translation. They discussed the use of deep learning models, transfer learning, and data augmentation techniques to improve the performance of NLP systems.

World Wide Web:
The World Wide Web has become an integral part of our daily lives, and there is an ongoing effort to improve its functionality and scalability. In WISA 2022, researchers presented their latest research on web architecture, content management systems, web search, and web accessibility. They discussed the use of machine learning algorithms, data mining techniques, and distributed computing systems to enhance the performance and reliability of web applications.

Machine Learning:
Machine learning is a rapidly evolving field that has applications in various domains, including healthcare, finance, and transportation. In WISA 2022, researchers presented their latest research on machine learning algorithms, including supervised learning, unsupervised learning, and reinforcement learning. They discussed the use of deep learning models, transfer learning, and optimization techniques to improve the performance of machine learning systems.

Query Processing and Algorithm:
Query processing and algorithm are fundamental components of web information systems. In WISA 2022, researchers presented their latest research on query processing algorithms, including search engines, recommendation systems, and data mining. They discussed the use of optimization techniques, machine learning algorithms, and data structures to improve the efficiency and accuracy of query processing systems.

Recommendation Systems:
Recommendation systems are widely used in e-commerce, media streaming, and social media platforms. In WISA 2022, researchers presented their latest research on recommendation systems, including content-based recommendation, collaborative filtering, and user-based recommendation. They discussed the use of machine learning algorithms, user behavior analysis, and data mining techniques to improve the accuracy and relevance of recommendation systems.

Data Privacy and Security:
Data privacy and security are becoming increasingly important concerns in the digital age. In WISA 2022, researchers presented their latest research on data privacy and security, including privacy-preserving data mining, secure communication, and identity management. They discussed the use of encryption, authentication, and access control mechanisms to protect sensitive data and prevent unauthorized access.

Blockchain:
Blockchain is a distributed ledger technology that has gained popularity in recent years for its applications in finance, supply chain management, and other industries. In WISA 2022, researchers presented their latest research on blockchain technology, including blockchain consensus algorithms, smart contracts, and decentralized applications. They discussed the use of blockchain for secure and transparent transactions, as well as its potential applications in other fields.

Conclusion:
The 19th International Conference on Web Information Systems and Applications,WISA 2022, was a successful event that brought together researchers from around the world to discuss the latest advancements in web information systems and applications. The conference featured a wide range of topics, including knowledge graph, natural language processing, the World Wide Web, machine learning, query processing and algorithms, recommendation systems, data privacy and security, and blockchain.

The papers presented at the conference covered a wide range of topics and demonstrated the latest research and developments in the field. The conference provided a platform for researchers to share their ideas, collaborate, and learn from each other, and it played a significant role in advancing the state-of-the-art in web information systems and applications.

Weight: 1151g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031203084
Edition number: 1st ed. 2022