{"title":"NOWJ at COLIEE 2023: Multi-task and Ensemble Approaches in Legal Information Processing","authors":"Thi-Hai-Yen Vuong, Hai-Long Nguyen, Tan-Minh Nguyen, Hoang-Trung Nguyen, Thai-Binh Nguyen, Ha Thanh Nguyen","doi":"10.1007/s12626-024-00157-3","DOIUrl":"https://doi.org/10.1007/s12626-024-00157-3","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"58 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140439646","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}
R. Goebel, Yoshinobu Kano, Mi-Young Kim, J. Rabelo, Ken Satoh, Masaharu Yoshioka
{"title":"Overview and Discussion of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023","authors":"R. Goebel, Yoshinobu Kano, Mi-Young Kim, J. Rabelo, Ken Satoh, Masaharu Yoshioka","doi":"10.1007/s12626-023-00152-0","DOIUrl":"https://doi.org/10.1007/s12626-023-00152-0","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139532566","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}
Mi-Young Kim, J. Rabelo, H. Babiker, Md Abed Rahman, R. Goebel
{"title":"Legal Information Retrieval and Entailment Using Transformer-based Approaches","authors":"Mi-Young Kim, J. Rabelo, H. Babiker, Md Abed Rahman, R. Goebel","doi":"10.1007/s12626-023-00153-z","DOIUrl":"https://doi.org/10.1007/s12626-023-00153-z","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"25 20","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139534375","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}
{"title":"Application of a Stochastic Schemata Exploiter for Multi-Objective Hyper-parameter Optimization of Machine Learning","authors":"Hiroya Makino, Eisuke Kita","doi":"10.1007/s12626-023-00151-1","DOIUrl":"https://doi.org/10.1007/s12626-023-00151-1","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"185 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136184730","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}
Gauvain Bourgne, Jean-Gabriel Ganascia, Adrian Paschke, Ken Satoh
{"title":"Preface of Special Issue on International Workshop on AI compliance mechanism (WAICOM 2022)","authors":"Gauvain Bourgne, Jean-Gabriel Ganascia, Adrian Paschke, Ken Satoh","doi":"10.1007/s12626-023-00150-2","DOIUrl":"https://doi.org/10.1007/s12626-023-00150-2","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136342595","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}
Theodoros Mitsikas, Ralph Schäfermeier, Adrian Paschke
{"title":"Modeling a GDPR Compliant Data Wallet Application in Prova and AspectOWL","authors":"Theodoros Mitsikas, Ralph Schäfermeier, Adrian Paschke","doi":"10.1007/s12626-023-00149-9","DOIUrl":"https://doi.org/10.1007/s12626-023-00149-9","url":null,"abstract":"Abstract We present a GDPR-compliant data privacy and access use case of a distributed data wallet and we explore its modeling using two options, AspectOWL and Prova. This use case requires a representation capable of expressing the dynamicity and interaction between parties. While both approaches provide the expressiveness of non-monotonic states and fluent state transitions, their scope and semantics are vastly different. AspectOWL is a monotonic contextualized ontology language, able to represent dynamic state transitions and knowledge retention by wrapping parts of the ontology in isolated contexts, called aspects, while Prova can handle state transitions at runtime using non-monotonic state transition semantics. We present the two implementations and we discuss the similarities, advantages, and differences of the two approaches.","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134961090","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}
{"title":"Driving Decision Making of Autonomous Vehicle According to Queensland Overtaking Traffic Rules","authors":"Hanif Bhuiyan, Guido Governatori, Andry Rakotonirainy, Meng Weng Wong, Avishkar Mahajan","doi":"10.1007/s12626-023-00147-x","DOIUrl":"https://doi.org/10.1007/s12626-023-00147-x","url":null,"abstract":"Abstract Improving the safety of autonomous vehicles (AVs) by making driving decisions in accordance with traffic rules is a complex task. Traffic rules are often expressed in a way that allows for interpretation and exceptions, making it difficult for AVs to follow them. This paper proposes a novel methodology for driving decision making in AVs based on defeasible deontic logic (DDL). We use DDL to formalize traffic rules and facilitate automated reasoning, allowing for the effective handling of rule exceptions and the resolution of vague terms in rules. To supplement the information provided by traffic rules, we incorporate an ontology for AV driving behaviour and environment information. By applying automated reasoning to formalized traffic rules and ontology-based AV driving information, our methodology enables AVs to make driving decisions in accordance with traffic rules. We present a case study focussing on the overtaking traffic rule to illustrate the usefulness of our methodology. Our evaluation demonstrates the effectiveness of the proposed driving decision-making methodology, highlighting its potential to improve the safety of AVs on the road.","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"126 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135878401","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}
{"title":"Towards a Risk-Based Continuous Auditing-Based Certification for Machine Learning","authors":"Dorian Knoblauch, Jürgen Grossmann","doi":"10.1007/s12626-023-00148-w","DOIUrl":"https://doi.org/10.1007/s12626-023-00148-w","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52609023","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}
Marinella Quaranta, Ilaria Angela Amantea, Marco Grosso
{"title":"Obligation for AI Systems in Healthcare: Prepare for Trouble and Make it Double?","authors":"Marinella Quaranta, Ilaria Angela Amantea, Marco Grosso","doi":"10.1007/s12626-023-00145-z","DOIUrl":"https://doi.org/10.1007/s12626-023-00145-z","url":null,"abstract":"","PeriodicalId":75184,"journal":{"name":"The review of socionetwork strategies","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44188971","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}