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Exploring Network Analysis in a Corpus-Based Approach to Legal Texts: A Case Study

Emilio Sulis, Llio Humphreys, Fabiana Vernero, Ilaria Angela Amantea, Luigi Di Caro, Davide Audrito, Stefano Montaldo
2020 International Conference on Advanced Information Systems Engineering  
The proposed framework exploiting network analysis in addition to a corpus-based approach can be applied to address a binary classification task.  ...  This paper proposes a two-step framework to investigate implicit relationships in legal documents, starting with a corpus-based approach.  ...  The exploration of machine learning approaches, NLP and network analysis to texts is a recent research subject [21] .  ... 
dblp:conf/caise/SulisHVACAM20 fatcat:543nof7rxvgdbp3c7aaj6zgau4

Automatically Generating Scenarios from a Text Corpus: A Case Study on Electric Vehicles

Christopher W. H. Davis, Antonie J. Jetter, Philippe J. Giabbanelli
2022 Sustainability  
In this paper, we propose to further automate the process of scenario generation by guiding pre-trained deep neural networks (i.e., BERT) through simulated conversations to extract a model from a corpus  ...  Our case study on electric vehicles shows that our approach yields similar results to previous work while almost eliminating the need for manual involvement in model building, thus focusing human expertise  ...  a human user identifies a concept of interest through the question-in this case, "electric cars". Q&A systems provide the answer by treating a pre-selected text corpus as the context.  ... 
doi:10.3390/su14137938 fatcat:ogacisrjkve63igkk4b7vykzie

Generating Clinically Relevant Texts: A Case Study on Life-Changing Events

Mayuresh Oak, Anil Behera, Titus Thomas, Cecilia Ovesdotter Alm, Emily Prud'hommeaux, Christopher Homan, Raymond Ptucha
2016 Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology  
Our approach offers utility not only for reporting on qualitative behavioral research on such data, where directly quoting a participant's content can unintentionally reveal sensitive information about  ...  In this research, we use data-driven models to synthesize realistic-looking data, focusing on discourse produced by social-media participants announcing life-changing events.  ...  Specifically, we explore this problem in a case study with social media texts that involve social media participants making announcements about life-changing events, which are personal in nature and which  ... 
doi:10.18653/v1/w16-0309 dblp:conf/naacl/OakBTAPHP16 fatcat:cflzbpbep5gi5bnwgkckcewsou

Rational, Human, Political, and Symbolic Text in Harvard Business School Cases: A Study of Structure and Content

Paul Michael Swiercz, Kathleen T. Ross
2003 Journal of Management Education  
Thus, the study, in addition to providing a theory based analysis of case content, was also designed to (a) enhance understanding of case structure and content, (b) identify further research questions,  ...  In narrative analysis, the researcher “typically begins with a set of principles and seeks to exhaust the meaning of the text using specified rules and principles, but maintains a qual- itative approach  ... 
doi:10.1177/1052562903252511 fatcat:zdsvxfbolzbp7f4nokpcw4wqem

Deriving Mobility Service Policy Issues Based on Text Mining: A Case Study of Gyeonggi Province in South Korea

Younghoon Seo, Donghyun Lim, Woongbee Son, Yeongmin Kwon, Junghwa Kim, Hyungjoo Kim
2020 Sustainability  
This study aimed at deriving the key issues facing mobility services, especially in the case of Gyeonggi Province, by using a text mining technique and a clustering algorithm.  ...  First, a survey was taken by traffic and urban experts to collect reasonable plans for Gyeonggi-Province-type mobility service, and a morpheme analysis was then used for text mining.  ...  The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.  ... 
doi:10.3390/su122410482 doaj:ea2a1fae0d464686a4647d09fca43cc6 fatcat:n2qbqgri7ffmta3zx7rsdilsnm

Text Mining Islamic Law

Christian Lange, Maksim Abdul Latief, Yusuf Çelik, A. Melle Lyklema, Dafne E. van Kuppevelt, Janneke van der Zwaan
2021 Islamic Law and Society  
computational tools and methods: text-reuse network analysis based on plain-text annotations and html tags, clustered frequency-based analysis, word clouds, and topic modeling.  ...  Digital humanities has a venerable pedigree, stretching back to the middle of the twentieth century, but despite noteworthy pioneering contributions it has not become a mainstream practice in Islamic Studies  ...  support by the erc Consolidator Grant project "The senses of Islam" (project no. 724951), by the clariah/Netherlands eScience Center project, "Bridging the gap: Digital humanities and the Arabic-Islamic corpus  ... 
doi:10.1163/15685195-bja10009 fatcat:ylcwigwjrzhm5gneqq7etzgfre

An Evaluation Dataset for Legal Word Embedding: A Case Study On Chinese Codex [article]

Chun-Hsien Lin, Pu-Jen Cheng
2022 arXiv   pre-print
Converting the vocabulary in a legal document into a word embedding model facilitates subjecting legal documents to machine learning, deep learning, and other algorithms and subsequently performing the  ...  This paper proposes establishing a 1,134 Legal Analogical Reasoning Questions Set (LARQS) from the 2,388 Chinese Codex corpus using five kinds of legal relations, which are then used to evaluate the accuracy  ...  INTRODUCTION Word embedding is a modern distributed word representations approach and is widely used in many natural language processing tasks, such as semantic analysis [1] , text classification [2]  ... 
arXiv:2203.15173v1 fatcat:ayeb3ivnzbentmsqs67eekwboa

Applying a Text-Based Affective Dialogue System in Psychological Research: Case Studies on the Effects of System Behaviour, Interaction Context and Social Exclusion

Marcin Skowron, Stefan Rank, Aleksandra Świderska, Dennis Küster, Arvid Kappas
2014 Cognitive Computation  
This article presents two studies conducted with an affective dialogue system in which text-based system-user communication was used to model, generate, and present different affective and social interaction  ...  The results observed for the second study show the system's ability to partially exclude a participant from a triadic conversation without triggering significantly different affective reactions or a more  ...  This approach relates to research on correlations between expressions of affect in text and physiological responses as well as to studies on the relations of textual communication style and content to  ... 
doi:10.1007/s12559-014-9271-2 fatcat:6ymmkpg6z5grzft2dghkk2tycy

Exploring the Relation Between the Indegree Centrality and Authority Score of a Decision and the Reason for Which It Was Cited: A Case Study

Terezie Smejkalová, Tereza Novotná
2021 Masaryk University Journal of Law and Technology  
This paper seeks to demonstrate how the network analysis in combination with a qualitative approach may serve as a useful approach in further exploring this hypothesis.  ...  To this end, we have conducted a case study within the boundaries of the Czech legal system.  ...  CONCLUSION In our research, network analysis and network metrics of indegree centrality and authority score were used as a part of a mixed method approach, complemented by analysis of the texts of thus  ... 
doi:10.5817/mujlt2021-2-4 fatcat:gjygjucwhvez3ncooehndli2ju

When TikTok Discovered the Human Remains Trade: A Case Study

Shawn Graham, Damien Huffer, Jaime Simons
2022 Open Archaeology  
Here, we employ those same methods to develop a case study for contrast.  ...  A number of users created videos to criticize his activities, discussing the moral, ethical, and legal issues surrounding the trade in human remains, which in many ways makes the "success" of this video  ...  Topic modeling, as a way of obtaining a macroscopic perspective on the discourses in a body of text, has been used in archeology to explore how field notes form archeological knowledge (e.g., Dallas,  ... 
doi:10.1515/opar-2022-0235 fatcat:w5iqghfpcbfshkusydpskcw4ee

Writing impact case studies: a comparative study of high-scoring and low-scoring case studies from REF2014

Bella Reichard, Mark S Reed, Jenn Chubb, Ged Hall, Lucy Jowett, Alisha Peart, Andrea Whittle
2020 Palgrave Communications  
High-scoring case studies appear to have conformed to a distinctive new genre of writing, which was clear and direct, and often simplified in its representation of causality between research and impact  ...  Highscoring case studies in two Main Panels were significantly easier to read than low-scoring cases on the Flesch Reading Ease measure, although both high-scoring and low-scoring cases tended to be of  ...  this article is based.  ... 
doi:10.1057/s41599-020-0394-7 fatcat:bx7xxvw425datdenbvrsatg6ua

Unit Segmentation of Argumentative Texts

Yamen Ajjour, Wei-Fan Chen, Johannes Kiesel, Henning Wachsmuth, Benno Stein
2017 Proceedings of the 4th Workshop on Argument Mining  
Among the models, our new deep learning approach capturing the entire text turns out best within all domains, with an F-score of up to 88.54.  ...  The segmentation of an argumentative text into argument units and their nonargumentative counterparts is the first step in identifying the argumentative structure of the text.  ...  The authors developed a rule-based algorithm to automatically pre-segment the corpus texts before the manual annotation. The algorithm was tuned to rather split segments in cases of doubt.  ... 
doi:10.18653/v1/w17-5115 dblp:conf/argmining/AjjourCKWS17 fatcat:fztpxk25lvbzjj34z4uxoftt7i

Bluetooth Hacking: A Case Study

Dennis Browning, Gary Kessler
2009 Journal of Digital Forensics, Security and Law  
ACKNOWLEDGEMENTS The authors would like to acknowledge "Higher Education Authority" (HEA) and "Irish Research Council for Science, Engineering and Technology" for providing funding that made this research  ...  ACKNOWLEDGEMENTS The authors would like to acknowledge "Higher Education Authority" (HEA) and "Irish Research Council for Science, Engineering and Technology" for providing funding that made this research  ...  The graphical methods utilized in this exploratory work demonstrate an ability to represent magnitude and intensity of attack not afforded to text based analysis of data.  ... 
doi:10.15394/jdfsl.2009.1058 fatcat:cm7mvnadpzdthhitft5boixn5i

A case study of Twitter as a research tool

Ben Corbett, Allan Edwards
2017 Sport in Society  
Research followed a case study approach to delve into the four major uses of Twitter: (1) a warning system for dramas or incidents relating to one's research field; (2) data collection; (3) finding and  ...  The research design used a mixed method approach that combined qualitative and quantitative analysis methods.  ...  Case study methodology This research methodology chosen followed a case study approach.  ... 
doi:10.1080/17430437.2017.1342622 fatcat:jqb5utt3bnbntmbik4g2ouzvpa

Terminological equivalence and variation in the EU multi-level jurisdiction: a case study on victims of crime

Katia Peruzzo
2014 The Interpreter and Translator Trainer  
It goes without saying that, by adopting a textual approach, the starting point of the analysis is a collection of texts, i.e. a corpus.  ...  posed by the very adoption of a textual approach for the analysis of a textual corpus.  ... 
doi:10.1080/1750399x.2014.937566 fatcat:hmxklsueq5anhbnukmi4ybwie4
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