ABSTRACT
With the proliferation of online news read on devices ranging from desktops to smart watches, the need for meaningful summaries of long texts is growing. Manual summaries are labour-intensive and cannot be offered for all display sizes, whereas today's abstracts of most news texts are teasers designed to attract the reader's interest more than to provide an overview of an article's content suited to the reader's information needs. We propose responsive news summarization as a technological approach for filling this gap. Responsive news summarization provides an automatically generated content summary that has the right length for the device requesting the article, plus access to the full text. We describe the system prototype available at multisizenews.com along with the initial user study results and give an outlook on future work.
- B. Berendt, M. Last, I. Subašić, and M. Verbeke. 2014. New Formats and Interfaces for Multi-Document News Summarization and its Evaluation. In A. Fiori (Ed.), Innovative Document. Summarization. Techniques: Revolutionizing Knowledge Understanding, pp. 231--257.Hershey, PA: IGI Global.Google Scholar
- E. Francik, E., 2015. Five, ten, or twenty-five -- How many test participants? Human Factors International. www.humanfactors.com/newsletters/how_many_test_participants.aspGoogle Scholar
- J. L. R. García, G. Rizzo, L. P. Romero, M. Hildebrand, and R. Troncy. 2015. Generating semantic snapshots of newscasts using entity expansion. In: Cimiano P., Frasincar F., Houben GJ., Schwabe D. (eds) Engineering the Web in the Big Data Era. ICWE 2015. Lecture Notes in Computer Science, vol 9114. Springer, Cham, pp. 410--419. Google ScholarDigital Library
- Y.J. Kumar, O.S. Goh, H. Basiron, N.H, Choon, and P.C. Suppiah. 2016. A Review on Automatic Text Summarization Approaches. Journal of Computer Science., 12(4), 178--190.Google Scholar
- M. Litvak and M. Last. 2013. Cross-lingual training of summarization systems using annotated corpora in a foreign language. Inf Retr., 16 (16):629--656. Google ScholarDigital Library
- M. Litvak, M. Last, and M. Friedman. 2010. A new approach to improving multilingual summarization using a genetic algorithm. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL '10). Association for Computational Linguistics, Stroudsburg, PA, USA, pp. 927--936. Google ScholarDigital Library
- L. A. Leiva. 2018. Responsive text summarization. Information Processing Letters, 130, 52--57.Google ScholarCross Ref
- E. Marcotte. 2014. Responsive Web Design (2nd ed.). New York: A Book Apart.Google Scholar
- C. Matthew. 2014. The Responsive Web. Manning Pub. Google ScholarDigital Library
- R. Mihalcea and P. Tarau. 2004. TextRank - bringing order into texts. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2004), (pp. 404--411). Barcelona, Spain.Google Scholar
- H. Saggion and T. Poibeau. 2013. Automatic text summarization: Past, present and future. In Multi-source, multilingual information extraction and summarization (pp. 3--21). Springer Berlin Heidelberg.Google Scholar
Index Terms
- Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices
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