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International Journal of Semantic Computing最新文献

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Hierarchical Attention-based Sensor Fusion Strategy for Depth Estimation in Diverse Weather 基于层次关注的传感器融合策略在不同天气下的深度估计
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23500022
Mengchen Xiong, Xiao Xu, D. Yang, Fabián Seguel, E. Steinbach
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引用次数: 0
Named entities as key features for detecting semantically similar news articles 命名实体是检测语义相似新闻文章的关键特性
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23300030
A. S. Novo, Fatih Gedikli
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引用次数: 0
Hierarchical time-aware summarization with an adaptive transformer for video captioning 基于自适应变压器的视频字幕分层时间感知摘要
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23640031
Leonardo Vilela Cardoso, S. Guimarães, Zenilton Kleber Goncalves do Patrocinio Junior
{"title":"Hierarchical time-aware summarization with an adaptive transformer for video captioning","authors":"Leonardo Vilela Cardoso, S. Guimarães, Zenilton Kleber Goncalves do Patrocinio Junior","doi":"10.1142/s1793351x23640031","DOIUrl":"https://doi.org/10.1142/s1793351x23640031","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"1 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89701286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mobile Gait Analysis 移动步态分析
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23640043
Owen Agius, A. Dingli
{"title":"Mobile Gait Analysis","authors":"Owen Agius, A. Dingli","doi":"10.1142/s1793351x23640043","DOIUrl":"https://doi.org/10.1142/s1793351x23640043","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"37 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81384393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Reference Architecture for Supporting Multidimensional Big Data: Analytics over Big Web Knowledge Bases: Definitions, Implementation, Case Studies 支持多维大数据的参考架构:基于大网络知识库的分析:定义、实现、案例研究
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x2364002x
A. Cuzzocrea
{"title":"A Reference Architecture for Supporting Multidimensional Big Data: Analytics over Big Web Knowledge Bases: Definitions, Implementation, Case Studies","authors":"A. Cuzzocrea","doi":"10.1142/s1793351x2364002x","DOIUrl":"https://doi.org/10.1142/s1793351x2364002x","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"57 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83452235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transparency in Medical Artificial Intelligence Systems 医疗人工智能系统的透明度
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23630011
Lars Quakulinski, A. Koumpis, O. Beyan
{"title":"Transparency in Medical Artificial Intelligence Systems","authors":"Lars Quakulinski, A. Koumpis, O. Beyan","doi":"10.1142/s1793351x23630011","DOIUrl":"https://doi.org/10.1142/s1793351x23630011","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"74 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76078039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Semantics-aware Document Retrieval for Government Administrative Data 基于语义的政府行政数据文档检索
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23300017
Apurva Kulkarni, Chandrashekar Ramanathan, V. E. Venugopal
{"title":"Semantics-aware Document Retrieval for Government Administrative Data","authors":"Apurva Kulkarni, Chandrashekar Ramanathan, V. E. Venugopal","doi":"10.1142/s1793351x23300017","DOIUrl":"https://doi.org/10.1142/s1793351x23300017","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"78 3","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72395915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PrimitivePose: Generic Model and Representation for 3D Bounding Box Prediction of Unseen Objects PrimitivePose:未知物体三维边界盒预测的通用模型和表示
IF 0.8
International Journal of Semantic Computing Pub Date : 2023-06-09 DOI: 10.1142/s1793351x23620027
A. Kriegler, Csaba Beleznai, M. Gelautz, Markus Murschitz, Kai Gobel
{"title":"PrimitivePose: Generic Model and Representation for 3D Bounding Box Prediction of Unseen Objects","authors":"A. Kriegler, Csaba Beleznai, M. Gelautz, Markus Murschitz, Kai Gobel","doi":"10.1142/s1793351x23620027","DOIUrl":"https://doi.org/10.1142/s1793351x23620027","url":null,"abstract":"","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"55 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89199591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs SimE4KG:知识图的分布式和可解释多模态语义相似度估计
International Journal of Semantic Computing Pub Date : 2023-04-18 DOI: 10.1142/s1793351x23600012
Carsten Felix Draschner, Hajira Jabeen, Jens Lehmann
{"title":"SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs","authors":"Carsten Felix Draschner, Hajira Jabeen, Jens Lehmann","doi":"10.1142/s1793351x23600012","DOIUrl":"https://doi.org/10.1142/s1793351x23600012","url":null,"abstract":"In recent years, exciting sources of data have been modeled as knowledge graphs (KGs). This modeling represents both structural relationships and the entity-specific multi-modal data in KGs. In various data analytics pipelines and machine learning (ML), the task of semantic similarity estimation plays a significant role. Assigning similarity values to entity pairs is needed in recommendation systems, clustering, classification, entity matching/disambiguation and many others. Efficient and scalable frameworks are needed to handle the quadratic complexity of all-pair semantic similarity on Big Data KGs. Moreover, heterogeneous KGs demand multi-modal semantic similarity estimation to cover the versatile contents like categorical relations between classes or their attribute literals like strings, timestamps or numeric data. In this paper, we propose the SimE4KG framework as a resource providing generic open-source modules that perform semantic similarity estimation in multi-modal KGs. To justify the computational costs of similarity estimation, the SimE4KG generates reproducible, reusable and explainable results. The pipeline results are a native semantic RDF KG, including the experiment results, hyper-parameter setup and explanation of the results, like the most influential features. For fast and scalable execution in memory, we implemented the distributed approach using Apache Spark. The entire development of this framework is integrated into the holistic distributed Semantic ANalytics StAck (SANSA).","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135861826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Scalable Recommendation System Approach for a Companies — Seniors Matching 面向公司的可扩展推荐系统方法——老年人匹配
International Journal of Semantic Computing Pub Date : 2023-03-29 DOI: 10.1142/s1793351x23610019
Kevin Cedric Guyard, Michel Deriaz
{"title":"A Scalable Recommendation System Approach for a Companies — Seniors Matching","authors":"Kevin Cedric Guyard, Michel Deriaz","doi":"10.1142/s1793351x23610019","DOIUrl":"https://doi.org/10.1142/s1793351x23610019","url":null,"abstract":"Recommendation systems are becoming more and more present in our daily lives, whether it is for suggesting items to buy, movies to watch or music to listen. They can be used in a large number of contexts. In this paper, we propose the use of a recommendation system in the context of a recruitment platform. The use of the recommendation system allows to obtain precise profile recommendations based on the competences of a candidate to meet the stated requirements and to avoid companies to have to perform a very time-consuming manual sorting of the candidates. Thus, this paper presents the context in which we propose this recommendation system, the data preprocessing, the general approach based on a hybrid content-based filtering (CBF) and similarity index (SI) system, as well as the means implemented to reduce the computational cost of such a system with the increasing evolution of the platform.","PeriodicalId":43471,"journal":{"name":"International Journal of Semantic Computing","volume":"363 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135468878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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