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Questionnaire Free Text Summarisation Using Hierarchical Classification [chapter]

Matias Garcia-Constantino, Frans Coenen, P-J Noble, Alan Radford
2012 Research and Development in Intelligent Systems XXIX  
The process makes the assumption that text summarisation can be achieved using a classification approach whereby several class labels can be associated with documents which then constitute the summarisation  ...  The approach is evaluated using free text from questionnaires used in the SAVS-NET (Small Animal Veterinary Surveillance Network) project.  ...  Related work is briefly reviewed in Section 2, and a formal definition of the proposed free text summarisation mechanism is presented in Section 3.  ... 
doi:10.1007/978-1-4471-4739-8_3 dblp:conf/sgai/Garcia-ConstantinoCNR12 fatcat:awhfkl3ibzfnnpnwa7ixqsndde

A Semi-Automated Approach to Building Text Summarisation Classifiers [chapter]

Matias Garcia-Constantino, Frans Coenen, P. -J. Noble, Alan Radford, Christian Setzkorn
2012 Lecture Notes in Computer Science  
An investigation into the extraction of useful information from the free text element of questionnaires, using a semi-automated summarisation extraction technique, is described.  ...  The results of this evaluation are compared against the results obtained using two alternative techniques to build text summarisation classifiers.  ...  There are a number of ways in which we can attempt to extract summarisation information from text.  ... 
doi:10.1007/978-3-642-31537-4_39 fatcat:mqvzomqstvhqxgjnhjpnplqdha

An Investigation Concerning the Generation of Text Summarisation Classifiers Using Secondary Data [chapter]

Matias Garcia-Constantino, Frans Coenen, P. -J. Noble, Alan Radford, Christian Setzkorn, Aine Tierney
2011 Lecture Notes in Computer Science  
The advocated approach is to build the desired text summarisation classifiers using secondary data and then apply these classifiers, for the purpose of text summarisation, to the primary data.  ...  An investigation into the potential effectiveness of generating text classifiers from secondary data for the purpose of text summarisation is described.  ...  we could not expect to produce a better result than when using primary data.) However, the research team has been encouraged by the results that have been produced to date.  ... 
doi:10.1007/978-3-642-23199-5_29 fatcat:xctafagbvbhgtftpm5r64y43p4

Comparison of automatic summarisation methods for clinical free text notes

Hans Moen, Laura-Maria Peltonen, Juho Heimonen, Antti Airola, Tapio Pahikkala, Tapio Salakoski, Sanna Salanterä
2016 Artificial Intelligence in Medicine  
We present a study of automated text summarisation of clinical notes.  ...  Automatic text summarisation could assist clinicians in obtaining an overview of the free text information in ongoing care episodes, as well as in writing final discharge summaries.  ...  We would also like to thank Filip Ginter for assisting us in the work on Word2vec. Finally, we would like to thank the reviewers for their insightful comments.  ... 
doi:10.1016/j.artmed.2016.01.003 pmid:26900011 fatcat:kczev6jfxrcu5govhcgcsyiz5e

Lots of movement, little progress: A review of reptile home range literature [article]

Matthew S Crane, Ines Silva, Benjamin Michael Marshall, Colin T Strine
2020 bioRxiv   pre-print
We assessed 290 English-language reptile home range studies published from 2000-2019 via a structured literature review investigating publications' study location, taxonomic group, methodology, reporting  ...  Substantial biases remain in both location and taxonomic groups in the literature, with nearly half of all studies (45%) originating from the USA.  ...  We summarised data with dplyr v.1.0.2 (Wickham et al., 2020) (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity.  ... 
doi:10.1101/2020.12.03.409292 fatcat:ny5kgy5cxvectkizn4iusoz3ga

A Systematic Literature Review and Research Agenda for Organ Donation Decision Communication

Kathy Knox, Joy Parkinson, Bo Pang, Haruka Fujihira, Patricia David, Sharyn Rundle-Thiele
2017 Progress in transplantation  
to guide future research in this field.  ...  Consequently, researchers have called for a focus on organ donation decision communication to understand modifiable factors to increase organ donation rates.  ...  INSERT TABLE 4 HERE Factors described in the literature and their relationships with discussing organ donation are summarised in Table 4 .  ... 
doi:10.1177/1526924817715459 pmid:29187065 fatcat:qo4cf3nxjvbmxh2bm4tzw6mynm

Lots of movement, little progress: a review of reptile home range literature

Matthew Crane, Inês Silva, Benjamin M. Marshall, Colin T. Strine
2021 PeerJ  
We assessed 290 English-language reptile home range studies published from 2000–2019 via a structured literature review investigating publications' study location, taxonomic group, methodology, reporting  ...  Substantial biases remain in both location and taxonomic groups in the literature, with nearly half of all studies (45%) originating from the USA.  ...  Also, we thank Aubrey Alamshah for her patience and support during several intensive reviewing and writing gatherings.  ... 
doi:10.7717/peerj.11742 fatcat:vdg2vqgeebcmzf5potc6ztceb4

Factors that influence career progression among postdoctoral clinical academics: a scoping review of the literature

Veronica Ranieri, Helen Barratt, Naomi Fulop, Geraint Rees
2016 BMJ Open  
Objectives: To review the literature about factors that may influence postdoctoral career progression in early career clinical academics. Design: This study employed a scoping review method.  ...  Article selection: The review encompassed a broad search of English language studies published anytime up to November 2015.  ...  reviewing of a proportion of abstracts and full-text papers were undertaken to ensure that relevant studies were included in the review  ... 
doi:10.1136/bmjopen-2016-013523 pmid:27798036 pmcid:PMC5093673 fatcat:xjhp6rfpqzddngkr5bwgg4re5q

Radiographic progression in clinical trials in rheumatoid arthritis: a systemic literature review of trials performed by industry

Yune-Jung Park, Ana Maria Gherghe, Desirée van der Heijde
2020 RMD Open  
this review serve as a repository for the design of future trials with radiographic damage as an outcome.  ...  rheumatoid arthritis (RA).MethodsA systemic literature review was performed using the Medline database from 1994 to February 2020.  ...  Radiographic progression in clinical trials in rheumatoid arthritis: a systemic literature review of trials performed by industry.  ... 
doi:10.1136/rmdopen-2020-001277 pmid:32669455 fatcat:ot4ynyu2qfdmrmvm5oo5wncvwi

How to conduct a literature review

2016 Pharmaceutical journal (1933)  
A literature review provides a basis for consolidating research findings within a specific area into a cohesive document that gives a clear indication of current progress, limitations and future directions  ...  The aim of this paper is to provide a practical overview of how to conduct and write up a literature review.  ...  Conclusion A literature review can summarise a large volume of research within an area and provide a means to deliver a persuasive, evidence-based argument.  ... 
doi:10.1211/pj.2016.20200867 fatcat:lfwdv3bwojey5odnfxt2eth5dm

Introductory programming: a systematic literature review

Andrew Luxton-Reilly, Judy Sheard, Claudia Szabo, Simon, Ibrahim Albluwi, Brett A. Becker, Michail Giannakos, Amruth N. Kumar, Linda Ott, James Paterson, Michael James Scott
2018 Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education - ITiCSE 2018 Companion  
This paper is the report of an ITiCSE working group that conducted a systematic review in order to gain an overview of the introductory programming literature.  ...  As computing becomes a mainstream discipline embedded in the school curriculum and acts as an enabler for an increasing range of academic disciplines in higher education, the literature on introductory  ...  ACKNOWLEDGMENTS We are greatly appreciative of the guidance and advice offered by the anonymous reviewers of this report, and by the ITiCSE working group chairs.  ... 
doi:10.1145/3293881.3295779 dblp:conf/iticse/Luxton-ReillySA18a fatcat:osh3y7fcunf2hcx7kdahxwgmvm

Digital Literacy

Pritika Reddy, Bibhya Sharma, Kaylash Chaudhary
2020 International Journal of Technoethics  
This paper provides a literature review of the growing importance of ICT, its wide array of usage, and its influence on various facets of people's daily lives.  ...  development of various sectors particularly the education sector, and the work done in this area of digital literacy are summarised.  ...  According to researchers, ICT has made potential contributions in the fields of banking, MeTHoDoLoGy For this study, an integrative literature review methodology has been used.  ... 
doi:10.4018/ijt.20200701.oa1 fatcat:t65krkpybbdvrl326q7psgzidi

Undertaking a Literature Review in Marketing

Mark Gabbott
2004 Marketing Review  
This artide provides guideiines for the construction of a literature review in marketing and focuses upon three key tasks. The first is the identification and sourcing of literature.  ...  Writing a literature review is often considered to be one of the most difficuit tasks a student wiii undertake and is often the most significant part of the academic contribution of essays and theses.  ...  Just summarising an article isn't enough, and is not the basis of a good literature review.  ... 
doi:10.1362/1469347042772383 fatcat:agvmwix4mbckfeo6edzspjcqqi

Project-based learning: A review of the literature

Dimitra Kokotsaki, Victoria Menzies, Andy Wiggins
2016 Improving Schools  
provided that: • a full bibliographic reference is made to the original source • a link is made to the metadata record in DRO • the full-text is not changed in any way The full-text must not be sold in  ...  The full-text may be used and/or reproduced, and given to third parties in any format or medium, without prior permission or charge, for personal research or study, educational, or not-for-prot purposes  ...  Project-based learning: a review of the literature Defining characteristics of project-based learning Project-based learning is a student-centred form of instruction which is based on three constructivist  ... 
doi:10.1177/1365480216659733 fatcat:5isjgrs7vjeirhtmn24th7cwya

How to do a systematic literature review

M. Papadopoulos, P. Rheeder
2000 South African Journal of Physiotherapy  
The aim of this paper is to present guidelines on how to conduct a systematic review. The structure and content of a systematic review are being discussed, following a step-by-step approach.  ...  In making choices, health professionals may benefit from structured summaries of the options and outcomes, systematic reviews of the evidence and recommendations regarding the best choices.  ...  TYPES OF LITERATURE REVIEWS There are two types of literature reviews: The narrative literature review and the systematic literature review.  ... 
doi:10.4102/sajp.v56i1.544 fatcat:dcgdl2i7jrg7nasismzwdeey7i
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