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Extractive summaries for educational science content

Sebastian de la Chica, Faisal Ahmad, James H. Martin, Tamara Sumner
2008 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies Short Papers - HLT '08   unpublished
This paper describes an extractive summarizer for educational science content called COGENT.  ...  Initial evaluation results indicate that COGENT outperforms existing summarizers and generates summaries that closely resemble those generated by human experts.  ...  Acknowledgements This research is funded in part by the National Science Foundation under NSF IIS/ALT Award 0537194.  ... 
doi:10.3115/1557690.1557696 fatcat:wx4sl3o3ubhx5cqdvz7h3vv3xi

Teaching Accessibility in Computer Science and Related Disciplines

Sarah Lewthwaite, Andy Coverdale, Angharad Butler-Rees
2020 Social Science Protocols  
It will identify the empirical basis for accessibility pedagogy.  ...  Imperatives for digital inclusion mean there is growing demand for graduates with the knowledge and skills to produce digital services that are accessible to disabled people and older populations.  ...  Acknowledgements: The authors would like to thank Dorothy Byers for her support in the development of systematic search strategies and Melanie Nind for her guidance on methodological literature.  ... 
doi:10.7565/ssp.2020.2811 fatcat:so6a2mwcife7bnstkttlwt5pce

Educational Videos Subtitles' Summarization Using Latent Dirichlet Allocation and Length Enhancement

Sarah S. Alrumiah, Amal A. Al-Shargabi
2022 Computers Materials & Continua  
For the evaluation, the authors developed manual summaries of the existing "EDUVSUM" educational videos dataset.  ...  The video contents (visual, audio, and subtitles) could be analyzed to generate textual summaries, i.e., notes. Videos' subtitles contain significant information.  ...  ., learning through the internet [1] , educational videos' generation increased. Educational videos vary in duration, content, and presentation styles.  ... 
doi:10.32604/cmc.2022.021780 fatcat:dxhxukh3ajgqxoxzt5gccvldwq

A Proposal for Competence-based Biology Education

Yoshihiro KANAMOTO, Asami OHNUKI, Hideaki TESHIROGI, Makoto SUZUKI
2019 Journal of Research in Science Education  
AAMS Association of American Medical Colleges Ara, ICT K-J SUMMARY We have been conducting research aimed at reorganizing life science education in elementary and secondary school into a more competence-based  ...  secondary science education.  ... 
doi:10.11639/sjst.sp18023 fatcat:zekvbjgjsnf2jjnbjiz4jivzim

A Meta-Summary of Qualitative Findings about STEM Education

Sedat Kanadlı, Asst. Prof., Mersin University, Education Faculty, Turkey, skanadli@mersin.edu.tr
2019 International Journal of Instruction  
For this purpose, 22 research reports collected according to particular criteria from the literature were included in this meta-summary study.  ...  The purpose of this meta-summary study is to determine the preponderance findings about the contribution of STEM education to the dimensions of the science curriculum and the learning-teaching process,  ...  science and mathematics content.  ... 
doi:10.29333/iji.2019.12162a fatcat:ayrt7yl2cjcgnfswp3hcnsnh4q

Collection-Document Summaries [chapter]

Nils Witt, Michael Granitzer, Christin Seifert
2018 Lecture Notes in Computer Science  
We devise evaluation metrics that do not require human judgement, and three algorithms for extracting CDS that are based on single-document keyword-extraction methods.  ...  Therefore, we propose collection-document (CDS) summaries that highlight commonalities and differences between a collection (or a single document) and a single document.  ...  The applied keyword extraction methods are state-of-the-art methods for single document summarization, and therefore should be considered a lower bound baseline for collection-document summarization.  ... 
doi:10.1007/978-3-319-76941-7_56 fatcat:lqyqrjwomnemxnbnuk3g55rm3u

TextRank Algorithm by Exploiting Wikipedia for Short Text Keywords Extraction

Wengen Li, Jiabao Zhao
2016 2016 3rd International Conference on Information Science and Control Engineering (ICISCE)  
text for seeking information and use it for an advantage of various application and people.Generating the summary of video in text format will be useful to quickly get the relevant information of the  ...  video content as well as to get the abstract idea of video content of long duration.  ...  the text extraction for the first time.  ... 
doi:10.1109/icisce.2016.151 fatcat:uw3urdaxrrgdth2odmzvm4l4li

Extractive Text Summarization Using Modified Weighing and Sentence Symmetric Feature Methods

Selvani Deepthi Kavila, Radhika Y
2015 International Journal of Modern Education and Computer Science  
It finds its usefulness in many areas when the time to go through a large content is limited. This paper presents a comparative evaluation of statistical methods in extractive text summarization.  ...  Top score method is taken to be the bench mark for evaluation.  ...  ACKNOWLEDGEMENT The authors would like to thank the anonymous reviewers for their careful reading of this paper and for their helpful comments.  ... 
doi:10.5815/ijmecs.2015.10.05 fatcat:3xrdjjlslnghzfp4dm7yopjpqi

Sentence Selection Using Latent Semantic Analysis for Automatic Question Generation in E-Learning System

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
In the Online educational system, the E-Content plays a major role so the critical importance has to be provided in generating the E-Content.  ...  The Current scenario of the educational system is highly utilizing computer-based technology.  ...  EXPERIMENTAL RESULT The input paragraph for this concept is taken from the computer science domain of Grade V in Central Board of Secondary Education.  ... 
doi:10.35940/ijitee.i7492.078919 fatcat:zhn6jf2t7ngz3jwvya3t43mucu

Hierarchical Stream Clustering Based NEWS Summarization System

M. Arun Manicka Raja, S. Swamynathan
2022 Computers Materials & Continua  
The Online news content editors are highly benefitted by this system for instantly getting the news summaries of their domain interest.  ...  The major contributions of this work involve domain corpus based news collection, news content extraction, hierarchical clustering of the news and summarization of news.  ...  Funding Statement: The authors received no specific funding for this study. Conflicts of Interest: The authors declare that they have no conflicts of interest to report regarding the present study.  ... 
doi:10.32604/cmc.2022.019451 fatcat:hla3cpqu5jez3povfmgwvjzaee

Statistical and Analytical Study of Guided Abstractive Text Summarization

Jagadish S. Kallimani, K. G. Srinivasa, B. Eswara Reddy
2016 Current Science  
It also draws comparison between abstracts generated and summaries obtained by extractive methods.  ...  Usage of templates for sentence generation makes the summaries information intensive. The IE rules are designed to accommodate the complexities of some Indian languages.  ...  Several content selection heuristics are employed and a compact information piece for summary generation is chosen.  ... 
doi:10.18520/cs/v110/i1/65-68 fatcat:3zomonyy6zdm3fhfd4syzw635u

Video Summarization: Techniques And Applications

Zaynab Elkhattabi, Youness Tabii, Abdelhamid Benkaddour
2015 Zenodo  
We present different techniques for each mode in the literature and describe some features used for generating video summaries. We conclude with perspective for further research.  ...  The video summaries can be generated in many different forms. However, two fundamentals ways to generate summaries are static and dynamic.  ...  and content-summary.  ... 
doi:10.5281/zenodo.1100164 fatcat:66vw6pbog5gbpotfhpedhplfoq

Designing an Integrated Social Education Curriculum Pattern in Elementary School

Reza Gholamian, Seyed Ahmad Hashemi, Ali Asghar Mashinchi, Mohammad Behroozi, PhD Student, Department of Curriculum planning, Lamerd Branch, Islamic Azad University, Lamerd, Iran, Associate professor, Department of Curriculum planning, Lamerd Branch, Islamic Azad University, Lamerd, Iran, Assistant Professor, Department of Curriculum planning, Lamerd Branch, Islamic Azad University, Lamerd, Iran, Assistant Professor, Department of Management, Boushehr Branch, Islamic Azad University, Boushehr, Iran
2019 Iranian journal of educational sociology  
The tools used in the qualitative part of the interviews and the summary of the documents were extracted using the content analysis method of the Mairing sequential model and the deductive categorization  ...  The statistical population in the qualitative section consisted of 85 curriculum specialists and education experts and in the quantitative section 830 social science teachers in the academic year 2019-  ...  The tools used in the qualitative part of the interviews and the summary of the documents were extracted using the content analysis method of the Mairing sequential model and the deductive categorization  ... 
doi:10.29252/ijes.2.4.93 fatcat:76fjmeb2dvga5nmeyb5d53eoii

Subject Categorization for Web Educational Resources using MLP

Minoru Nakayama, Yasutaka Shimizu
2003 The European Symposium on Artificial Neural Networks  
The purpose of this study is to develop subject categorization methods for educational resources using multilayer perceptron (MLP) and to examine the performance of the test documents as an application  ...  The document vectors were estimated by the term feature vectors which were extracted from the teaching guidelines based on the singular value decomposition method (SVD).  ...  This set of extracted terms is the corpus of keywords for educational resource. The terms' frequencies were summarized for all the content in all school subjects.  ... 
dblp:conf/esann/NakayamaS03 fatcat:p2an26noorhkzbgdyl3nla4quq

Helping Practitioners and Researchers Identify and Use Education Research Literature

Kristy J. Wilson, Cynthia J. Brame
2018 CBE - Life Sciences Education  
We think these guides may also be useful for biology education researchers in identifying critical components, adaptations, and contextual features that could be investigated for a given pedagogy.  ...  Evidence-based teaching practices are being encouraged to increase student skills and understanding in the sciences.  ...  The bottom of the figure shows a representative content page from the guide including practical advice, collapsible and hierarchical content, article/ resource links, and article summaries. with the opportunity  ... 
doi:10.1187/cbe.17-12-0256 pmid:29496675 pmcid:PMC6007781 fatcat:2yp76j4qznflzjwktwddlwcepu
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