The legislative body in China is mak-ing headway to bring city planning,urbanconstruction and administration underthe supervision of the law.Soon after CityPlanning Act,the first of its kind in thefield of constructio...The legislative body in China is mak-ing headway to bring city planning,urbanconstruction and administration underthe supervision of the law.Soon after CityPlanning Act,the first of its kind in thefield of construction was put into effect inApril 1990, provinces, autonomous re-gions and municipalities directly underthe Central Government throughout thecountry drafted corresponding local lawsand regulations. In the same year,TheProvisional Regulations for the Sale展开更多
Legal documents are generally big and complex documents because of specific vocabulary,semantics and structure.One of the major challenges in legal processing systems is to generate summary of legal judgements.Till da...Legal documents are generally big and complex documents because of specific vocabulary,semantics and structure.One of the major challenges in legal processing systems is to generate summary of legal judgements.Till date,in most of the legal systems,the summary of judgements is produced manually by legal experts which are then used by Lawyers,Judges and other legal professionals.The manual process of summarization is very inefficient and time-consuming.Automatic text summarization(ATS)is the process of reducing the content of a textual document,while retaining the core description of text through the use of appropriate tool.The present work proposes a novel Fuzzy Analytical Hierarchical process(FAHP)based feature weighting scheme which helps in producing an efficient and effective summary of legal judgement.Model is applied on a number of legal judgements taken from Indian IT Act.Validation of the model is done using ROUGE(Recall-Oriented Understudy for Gisting Evaluation)tool with recall,precision,and f-measure as performance measures.The generated summaries are further assessed by legal experts and are found to be more promising than the summaries generated by traditional approaches.展开更多
文摘The legislative body in China is mak-ing headway to bring city planning,urbanconstruction and administration underthe supervision of the law.Soon after CityPlanning Act,the first of its kind in thefield of construction was put into effect inApril 1990, provinces, autonomous re-gions and municipalities directly underthe Central Government throughout thecountry drafted corresponding local lawsand regulations. In the same year,TheProvisional Regulations for the Sale
文摘Legal documents are generally big and complex documents because of specific vocabulary,semantics and structure.One of the major challenges in legal processing systems is to generate summary of legal judgements.Till date,in most of the legal systems,the summary of judgements is produced manually by legal experts which are then used by Lawyers,Judges and other legal professionals.The manual process of summarization is very inefficient and time-consuming.Automatic text summarization(ATS)is the process of reducing the content of a textual document,while retaining the core description of text through the use of appropriate tool.The present work proposes a novel Fuzzy Analytical Hierarchical process(FAHP)based feature weighting scheme which helps in producing an efficient and effective summary of legal judgement.Model is applied on a number of legal judgements taken from Indian IT Act.Validation of the model is done using ROUGE(Recall-Oriented Understudy for Gisting Evaluation)tool with recall,precision,and f-measure as performance measures.The generated summaries are further assessed by legal experts and are found to be more promising than the summaries generated by traditional approaches.
