Mobil Application for Automatic Document Summarization Systems

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dc.contributor.authorKaynar, Oguz
dc.contributor.authorIsik, Yunus Emre
dc.contributor.authorGormez, Yasin
dc.contributor.authorKus, Emre
dc.date.accessioned2024-10-26T17:59:52Z
dc.date.available2024-10-26T17:59:52Z
dc.date.issued2018
dc.departmentSivas Cumhuriyet Üniversitesi
dc.description26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEY
dc.description.abstractToday, with the rapid development of internet and technology, the amount of information in the internet environment is increasing exponentially. Although increasing the number of texts with information is beneficial in terms of diversity, it also brings with problems such as missed research information and inability to access information quickly. To solve this problem, the computer-aided automatic systems that summarize the subject and topic in documents quickly can be useful. However, when looking at the literature, studies on automatic summarization are generally theoretically aimed at increasing summary success. Except a few web applications, the number of applications running as summaries is extremely low. In this study, an easy-to-use mobile application for automatic document summarization methods was developed. The summary of a document can be quickly and easily obtained at the desired time and place thanks to application, thus user needs can be met. In addition, summarizing same document in different forms according to needs is provided with 4 different methods of summarization left to the user's preference. As a result of the experiments on Turkish dataset, the application algorithms achieved a good Rouge-1 score of 0.59 on average. In addition, the application can extract the system summary in an acceptable time, such as an average of 18 seconds.
dc.description.sponsorshipIEEE,Huawei,Aselsan,NETAS,IEEE Turkey Sect,IEEE Signal Proc Soc,IEEE Commun Soc,ViSRATEK,Adresgezgini,Rohde & Schwarz,Integrated Syst & Syst Design,Atilim Univ,Havelsan,Izmir Katip Celebi Univ
dc.identifier.isbn978-1-5386-1501-0
dc.identifier.issn2165-0608
dc.identifier.urihttps://hdl.handle.net/20.500.12418/27385
dc.identifier.wosWOS:000511448500556
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isotr
dc.publisherIEEE
dc.relation.ispartof2018 26th Signal Processing and Communications Applications Conference (Siu)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectautomatic document summarization
dc.subjectmobile application
dc.subjectmobile summarization model
dc.titleMobil Application for Automatic Document Summarization Systems
dc.typeConference Object

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