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Semantic Analysis of Contractual Agreements to Support End-User Interpretation

Najmeh Mousavi Nejad
2018 International Conference Knowledge Engineering and Knowledge Management  
The evaluation shows that although semi-automatic approaches lead to information loss, they save time and effort by producing instant results and facilitate the end-users' understanding of legal texts.  ...  The ubiquitous availability of the Internet results in a huge number of apps, software and online services with accompanying contractual agreements in the form of 'terms of use' and 'privacy policy'.  ...  Acknowledgments I would like to thank Simon Scerri, Sören Auer and Jens Lehmann for their guidance and fruitful discussions during the development of this doctoral work.  ... 
dblp:conf/ekaw/Nejad18 fatcat:zj2o4y25qrgctgmjt4ilnumnoq

An overview of information extraction techniques for legal document analysis and processing

Ashwini V. Zadgaonkar, Avinash J. Agrawal
2021 International Journal of Power Electronics and Drive Systems (IJPEDS)  
In this paper, we are exploring the recent advances in the field of legal text processing and provide a comparative analysis of approaches used for it.  ...  Automatic legal document processing is the solution to overcome drawbacks of manual processing and will be very helpful to the common man for a better understanding of a legal domain.  ...  [6] present an approach focused on validating and improving the quality of the results of an IE system based on the use of ontology that store domain knowledge.  ... 
doi:10.11591/ijece.v11i6.pp5450-5457 fatcat:cigtd4kh4vc4hhfnl32sss25ye

The contribution of ontologies to the creation of knowledge bases for the management of legal compliance in occupational health and safety [chapter]

A Vigneron, F Guarnieri, B Rallo
2013 Safety, Reliability and Risk Analysis  
The contribution of ontologies to the creation of knowledge bases for the management of legal compliance in occupational health and safety. R.D.J.M. Steenbergen; P.H.A.  ...  Figure 1 :Figure 2 : 12 Overview of an extract of the ontology -Action Overview of an extract of the ontology -Agent Figure 3 : 3 The process of creating a semi-automated questionnaire 4 EXPERIMENTS,  ...  RESULTS, DISCUSSION Figure 5 : 5 An extract from the assessment questionnaire J.  ... 
doi:10.1201/b15938-230 fatcat:j2z4aj6sqzasxnymyabkl6z27i

Ontology-based design information extraction and retrieval

2007 Artificial intelligence for engineering design, analysis and manufacturing  
The results demonstrate that our method outperforms the keyword-based search techniques. This research contributes to the development and use of engineering ontology for design information retrieval.  ...  To improve the performance of design information retrieval, we have developed ontology-based query processing, where users' requests are interpreted based on their domain-specific meanings.  ...  ontology and natural language processing.  ... 
doi:10.1017/s0890060407070199 fatcat:3xigjfh4onfxdbvjbpvvt3fqtu

Novel Methods for Forensic Multimedia Data Analysis: Part II [chapter]

Petra Perner
2020 Digital Forensic Science [Working Title]  
The methods and techniques will form a toolkit that can be used for different cases in a court of law in order to extract information from different multimedia sources.  ...  We continue our work of novel methods for forensic multimedia data analysis Part I by a description of related work and a proposal of the methods and techniques we are developing beyond the state of the  ...  The final result of this task will include automatically extracted ontological knowledge (to be used as input to Task 3.4) as well as tools for feature extraction from texts to be possibly included in  ... 
doi:10.5772/intechopen.92548 fatcat:oo2pjx6la5eqzm3rcph6bog6ie

Emerging AI & Law approaches to automating analysis and retrieval of electronically stored information in discovery proceedings

Kevin D. Ashley, Will Bridewell
2010 Artificial Intelligence and Law  
This paper focuses on three emerging techniques for improving the process of automating analysis and retrieval of electronically stored information in discovery proceedings: (1) machine learning to extend  ...  and apply users' hypotheses (theories) of document relevance; (2) a hypothesis ontology to generalize user modeling regarding relevance theories; and (3) social network analysis to supplement and apply  ...  While research in AI & Law has addressed information extraction from and automatic classification of legal texts, the work has focused on relatively homogeneous documents, such as legal opinions dealing  ... 
doi:10.1007/s10506-010-9098-4 fatcat:h4fmabzdv5er5mjttaz42gbahq

Analysis on Text Summarization

Akash Divekar
2022 International Journal for Research in Applied Science and Engineering Technology  
Abstract: As we enter the 21st century, with the advent of mobile phones and access to information stores, we seem to be surrounded by more information, less time, or the ability to process it.  ...  In this paper, we will discuss the basic concepts of this article by providing the most appropriate definitions, characterization, types and two different methods of automatic text abstraction: extraction  ...  ACKNOWLEDGEMENTS We thank the Head of Department and all the members of the Master of Computer Application department of the Institute of Management & Computer Studies (IMCOST) for the encouragement that  ... 
doi:10.22214/ijraset.2022.44848 fatcat:q5qriohzpvbkbhhawoinjmbxdu

Requirements Analysis and Traceability at CIM Level

Mohammad Yamin, Venera Zuna, Moteb Al Bugami
2010 Journal of Software Engineering and Applications  
Poernomo suggested an approach for requirement analysis within the CIM level of the MDA framework.  ...  His approach combined MEASUR, goal and object oriented analysis, and developed a new methodology that can be integrated within the CIM level of the MDA.  ...  This is achieved by the use of appropriate software tools and manual processes.  ... 
doi:10.4236/jsea.2010.39098 fatcat:r46nghype5emdmprzmnsygg5ke

Information extraction for legal knowledge representation – a review of approaches and trends

Denis Andrei De Araujo, Carolina Müller, Rove Chishman, Sandro José Rigo
2014 Revista Brasileira de Computação Aplicada  
Abstract: This work presents an introduction to Information Extraction systems and a survey of the known approaches of Information Extraction in the legal area.  ...  Some details of the systems implementations are presented, followed by an analysis of the positive and negative points of each approach, aiming at bringing the reader a critical position regarding the  ...  Along the process of creating the proposed legal ontology 16 it can be observed the use of information extraction techniques for localization of semantic objects, through linguistic analysis of documents  ... 
doi:10.5335/rbca.2014.3542 fatcat:355kvibnm5autmp5n6jpfkges4

Leveraging corporate context within knowledge-based document analysis and understanding

Claudia Wenzel, Heiko Maus
2001 International Journal on Document Analysis and Recognition  
This allows an easy definition of new analysis tasks and also an efficient and accurate analysis by using expectations about incoming documents as context information.  ...  Further interaction between these two systems covers the delivery of results from DAU to the WfMS and the delivery of corrected results vice versa.  ...  Acknowledgments Thanks to our (partly former) colleagues Andreas Lauer, Jürgen Lichter, Michael Malburg, Harald Mayer auf'm Hofe and Tino Sarodnik for designing and implementing the VOPR system with us  ... 
doi:10.1007/pl00013567 fatcat:bkwubo4a6vbodkrpts2cxtpzme

Constructing a dental implant ontology for domain specific clustering and life span analysis

Charles V. Trappey, Tong-Mei Wang, Sean Hoang, Amy J.C. Trappey
2013 Advanced Engineering Informatics  
Thus, this research identifies the life spans of dental implant (DI) key technologies using patent analysis.  ...  This research demonstrates the feasibility of using text mining and data mining techniques to extract key phrases from a set of DI patents with different patent classifications (e.g., UPC, IPC) as the  ...  The authors express their gratitude to Dr. Chun-Yi Wu for his assistance in running the case analysis using the IPDSS software tool (  ... 
doi:10.1016/j.aei.2013.04.003 fatcat:mk4lqdemdvhenbo67bo5agmhpi

Contractor's Risk Analysis of Engineering Procurement and Construction (EPC) Contracts Using Ontological Semantic Model and Bi-Long Short-Term Memory (LSTM) Technology

So-Won Choi, Eul-Bum Lee
2022 Sustainability  
As a result of validation, the SA model showed an F1 score of 86.4 percent, and the RLR model showed an accuracy of 46.8 percent.  ...  To this end, we developed an automated analysis technology that effectively analyzes a large amount of ITB documents in a short time by applying natural language processing (NLP) and bi-directional long  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su14116938 fatcat:tux4rdwjujhble37ktqu5vnfty

Novel Methods for Forensic Multimedia Data Analysis: Part I [chapter]

Petra Perner
2020 Digital Forensic Science [Working Title]  
The increased usage of digital media in daily life has resulted in the demand for novel multimedia data analysis techniques that can help to use these data for forensic purposes.  ...  The overall system architecture is explained. We present the data to be used.  ...  With feature extraction, we refer to the task of automatically identifying in texts instances of semantic classes defined in an ontology.  ... 
doi:10.5772/intechopen.92167 fatcat:53gnu6gzczbu5j6urfmt5gbsca


Pingfei Jiang, Mark Atherton, Salvatore Sorce
2021 Proceedings of the Design Society  
The comparison also suggests that the accuracy of the proposed automated approach can be improved by using a trained part-of-speech (POS) tagger, improved parsing grammar and an ontology.  ...  The results indicate over 40% match between the automatic and manual approach, which is a good basis for further development.  ...  The accuracy of the proposed approach is expected to be improved by using a trained part-of-speech (POS) tagger, improved parsing grammar and an ontology.  ... 
doi:10.1017/pds.2021.54 fatcat:nqnfl2p5fnbrllvg6fmnhuslwa

Using Ontologies for Enterprise Architecture Analysis

Goncalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, Jose Borbinha, Artur Caetano
2013 2013 17th IEEE International Enterprise Distributed Object Computing Conference Workshops  
Thus, a proposal is made comprising an extensible architecture that consists of a core domain-independent ontology that can be extended through the integration of domain-specific ontologies focusing on  ...  Enterprise architecture aligns business and information technology through the management of different elements and domains.  ...  Thus, an architecture based on the use of ontologies is proposed, so that advantage can be taken from the associated mapping and analysis techniques, with the purposes of improving the extensibility with  ... 
doi:10.1109/edocw.2013.47 dblp:conf/edoc/AntunesBMBC13 fatcat:sqabkeed5ne4nb4fy2xxzsmwnu
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