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Journal : knowledge engineering and data science

Maximum Marginal Relevance and Vector Space Model for Summarizing Students' Final Project Abstracts Gunawan, Gunawan; Fitria, Fitria; Setiawan, Esther Irawati; Fujisawa, Kimiya
Knowledge Engineering and Data Science
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Abstract

Automatic summarization is reducing a text document with a computer program to create a summary that retains the essential parts of the original document. Automatic summarization is necessary to deal with information overload, and the amount of data is increasing. A summary is needed to get the contents of the article briefly. A summary is an effective way to present extended information in a concise form of the main contents of an article, and the aim is to tell the reader the essence of a central idea. The simple concept of a summary is to take an essential part of the entire contents of the article. Which then presents it back in summary form. The steps in this research will start with the user selecting or searching for text documents that will be summarized with keywords in the abstract as a query. The proposed approach performs text preprocessing for documents: sentence breaking, case folding, word tokenizing, filtering, and stemming. The results of the preprocessed text are weighted by term frequency-inverse document frequency (tf-idf), then weighted for query relevance using the vector space model and sentence similarity using cosine similarity. The next stage is maximum marginal relevance for sentence extraction. The proposed approach provides comprehensive summarization compared with another approach. The test results are compared with manual summaries, which produce an average precision of 88%, recall of 61%, and f-measure of 70%.
Co-Authors A, Juanda A.M, Farahzety Abas, Ermias Abd Aziz, Hartinie Abdul Aziz Acha, Basyarudin Ade Kurniawan Afif Syarif Agus Irawan Agus Trihandoyo AHMAD RIDUAN Aini, Qurra Aitul Akbar, Jaelani Muhammad Alfiani, Ika Fitri Alfiqri, Rizal Fahmi Alwi, Mukhaddat Alya, Syadza Amirah Amirah Ananda, Sarah Rizki Ananto, Ananto Andar Indra Sastra Andi Nova Andika, Fauziah Anggraini Anggraini Anggraini, Sely Anhar Khalid Anizar Ahmad Anne Putri Anshori, Ubai Dillah Al Anugrah, Muhammad Ihsan Aprial. M, Benny Aprilia, Ervin Ardhana Yulisma Ardi Ardi Arfa'i Arfa'i Arita, Zaky Arman, Iman Artika, Artika Artiningsih, A. Asep Sapsudin Asri C. Adisasmita Asriati Asriati, Asriati ASRIL ASRIL Astari Astari Astrada, Erik Astrini Padapi Aulia Maksum Ayu, Indah Azhar, Rudi Azharsyah Ibrahim Azima, Muhammad Fauzan Azirah, Azirah Azzahra, Ghefira Prisyilia A’nabawati, Meylani Baehaqi Basri Basri Budhiartie, Arie Chairani Chairani Chairanisa Anwar Chairul Chairul CHRISTINA SOSOSUTIKSNO Claresa, Yolanda Danang Sudarwoko Adi Dedi Nofrizal Deki Satria Desy Ningsih Komalasari Dewi Anggraini Dewi Ratnasari Dewi, A. A. Santi Dhirah, Ulfa Husna Dian Rahmawaty Dianti Bintari, Evi Dini Rahmawati Dumilah Ayuningtyas Dwi Arita Deli, Mutia Dwi Meida Fitria Dwiyantara, Dwiyantara Earlia, Nanda Eko Budi Santoso Eko Nuriyatman Eko Purwanto ELFINA ELFINA Elita Rahmi Eliyanti Eliyanti Elly Mufida, Elly Ellya Siswanti Emy Iryanie, Emy Ermasari, Anissa Ernawati, Fifth Ernu Widodo, Ernu Essy Harnelly Ester Sasminta D. Mendrofa Esther Irawati Setiawan Eva Rahmawati Eva Rosdiana Evie, Sova Evrianasari, Nita Fachri, Zul Fadhilah, Ummul Fahira, Talitha Khansa Fairuzzabad, Achmad Faisal Adam, Faisal Faizin, Muh Hasan Fajarina, Mira fajri, cut zahratul Faradila Safitri Faradilla Safitri, Faradilla Farradika, Yola Faulani, Catur Lusma Fauzi Syam Fauziah Salsabila Febrian, Rifqi Febriana, Jana Ferdi Riansyah Ferdiani, Amelia Feta, Neneng Rachmalia Finaul Asyura Firmansya, Randi Fito Herlambang Fitri Irawan, Nadia Fitri, Aina Fitri, Maisyithoh Rahma Fitriana Fitriana Fredinan Yulianda Fridyatama, Ollyvia Frisca Fazira Fujisawa, Kimiya G.A Martha Winingsih Gadis Halizasia Gempawan, Fitra Jaya Ghefira Prisyilia Azzahra Ghina Raudhatul Jannah Goshu, Belay Sitotaw Gunadi Gunadi Gunawan Gunawan Hadiyawati, Titin Hadriman Khair Hafilda, Shafira Ainun Hami Pratama, Jodika Hamidah Hamidah Hamzah Hasyim Hamzah, Zarma Handika, Indah Happy Fitria, Happy Hapsani Hasan Basri, Arie Haqqattiba'ah, Arinal Harahap, Fitra Syawal Hartati Hartati Hartoyo Hartoyo Hasni Hasni Hehanusa, Salomi Jacomina Heka, Akbar Ela Heldalina Helmi Helmi Hendra Stevani Herin Ola, Marselina Herlambang, Fito Heru Noviat Herdata, Heru Noviat Heryani, Okta Hijriati, Hijriati Hilda Julia Hildawati, Nadia Hilwah, Putri Raniyatul Holis Husna, Fauzul Hutasoit, Desy Meilani Hylenarti Hertyana Ichwan, Budiyanti Ida Mukhlisa Idayati, Irma Ika WAHYUNI Imelda Sari Indah Novita intan permata sari Intan Saumi Iqmy, Ledy Octaviani Iranita Haryono Irma Idayati Irnawan, Sri Marnianti Isfanda, Isfanda Ismawan Ismawan, Ismawan Ismy, Jufitriani Jasira, Jasira Jefry Gasperz Joni, Muhamad Juita Rahmadani Manik Jumiati Jumiati Jumrawarsi, Jumrawarsi junita, mela Kabeakan, Nana Trisna Mei Br Kaeroni, Amar Kaharudin, M Robby Kamaliah Kamaliah, Kamaliah Kamil, Azahery Insan Kamila, Nurul Cahaya Karim Kasmudin Kartini Hasballah Katon, Danar Wahyu Giwang Kesuma, Indrawati Mara Kesumawati Kesumawati Kesumawati, Kesumawati Keswara, Umi Romayati Kevin Hermanto Tupamahu Khadafi, Muhammad Riqqo khalida , meutia Kholid, Nur Kurnia, Sri Kurniasari, Devi Kusbiantoro, Sigit Kusuma, Intania La Udin, Yadin Lathifa Prima Ghanisyana Lathifah, Neneng Siti Latifah Amir Laura, Sukmala Dewi Leindarita, Betty Lestari Pudjiastuti, Indah Lidya, Marina Lies Hartono Lili Andriani Lili Naili Hidayah Lilis, Lilis Liswatin, Liswatin Lubis, Elfrida Lucky Risanto M Anas Surimeirian M, Benny Aprial M. Hafid mahara, tika Mahfudzah, Nur Arifah Mahmud, Basri Mahruri Saputra Maimun, Muhammad Maisun, Maisun Maisyaroh, Sitti Mappeasse, Muhammad Yusuf Mardianti, Alis MARIA BINTANG Martha, Alfroki Martoyo, Anang Maryadi, Nurul Lutfia Maternity, Dainty Maufiroh, Ulil Maulana, Lutfi Maulida, Maulida Maulidella Maulidella Meilina, Rulia Mela Hayani Membaka, Radiasi Alam Kendek Migusnawati, Migusnawati Mila Trisna Sari Misna Yani Misril Fuadi MMSI Irfan ,S. Kom Mohamed Sidique, Siti Nordahliawate Monica Suryani Morian, Popy Citra Sari Muhajir Muhajir, Muhajir Muhamad Uyun Muhammad Afrizal Muhammad Alqamari Muhammad Hatta Muhammad Naufal Muhammad Rizqi Zati, Muhammad Rizqi Muhammad Said Siregar Mulyawati, Devi Annisa Mulyono, Hardi Muntoro, Muntoro Murdila, Murdila Murnia Suri Muslim Muslim Musniati, Nia Mutiawati Mutiawati Mutoharoh Mutoharoh Muzafri, Al Nadia Putri Nadia Safira Naili Hidayah , Lili Nandan Limakrisna Nasruddin Nasruddin Naufal, Ghifandi Nela, Ari Sukma Nelva Riza Ni Wayan Noviani Ni Wayan Noviani Nisusmiati, Murlina Nita Pujianti Noor Ahda Fadillah Nora Sovira, Nora Noviades, Dhil's Novica Ariyanti Putri Novita Novita Novita Novita Noviyanti, Ditya Putri Nugraha, Achmad Surya NUGROHO HARI PURNOMO Nur Listanto, Arif Nurbaya Mentari Nurfitriyenny Nurfitriyenny Nurhayati Nurhayati Nurul Anjelini Nurul Isnaini Nurul Rahmi Oktadiansah, Gesty Oktaviana, Nuriastika Olivianti, Anisa Paleni, Herman Panca Saputra, Elin Papilaya, Fitrah Rizqi Qaedi Parina, Febriyantina Pattiselanno, Roberth J. 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A. Sagung Ratu Sari Nainggolan, A.Triska Oktavika Sari, Ayu Riana Sari, Kiki Widia Sari, Mega Puspa Sari, Siti Nabila Sari, Wisdalia Maya Sari, Yuni Maryana Saripah Sobah Sartini Lambajo Sary, Nirwana Lazuardi Satria, Fitra Sepdianti, Erika Putri Septiani, Mimin Serang, Aditya Anugerah F Sidabukke, Simon Haholongan Sifa, Galih Ramadhan Sihaloho, Rizka Yunita Silaban, Lidia Silmi Kaffah Silmi Kaffah Sindi, Destiana Siregar, Tika Rahmayani Siti Fatimah Siti Hajar Siti Nurhasanah Siti Samaniyah SITTA SARAYA SITTI HAJAR Sri Hartati Sri Mulyani Sri Utami Suci Pratiwi, Cholillah Sucirahayu, Citra Afny Sudarti, Nila Suharman Suharman, Suharman Suhartini Suhartini Sukamto Satoto Sukma Jelita Sulaiman Yusuf Sulalah sumarni, nini Suprapto, Umar Suprianto, Andi Agus Supriyanita, Rina Supryanita, Rina Surajiyo Surajiyo Sutrisno , Deny Suwarno Suwarno Suyadi Suyadi Syafriadi Syafriadi Syafruddin Haris, Syafruddin Syahputra, Muhajjir Syamsir Syamsir Syarifah Asyura Syarifah Yanti Astrina Syarifah Yanti Astryna Syarifuddin Syarifuddin Syifaussakinah Syujak, Ahmad Rois Syukur, Adnan Tahta Kirana, Sahla Takahisa Hayashi Tampubolon, Koko Tantri, Afri Taufik Suryadi, Taufik Tenerman thahira, afifah Tika Andriani Tri Yunis Miko Wahyono Triani, Agustina Trimurniyati, Pera Triono Ali Mustofa Trisari Anggondowati Ubaidillah, Moh. Uril Bahruddin, Uril Usman, Said Uswatun Hasanah Utami, Madya Virra Ayu Andira Wahidah Wahidah Wahidah Wahyu DWIANTO Wahyu Lestari Wahyu Sulistiadi Walida, Hilwa Wardani, Susilo Ari Wati, Siska Oktawidya Weny Widiya Wibowo, Teguh Setiawan Widya Sari Wilian, Rosita Novi Windarsyah Windarsyah Windiati, Diah Ayu Yulia Yulia Yuliasari, Dewi Yuniarti, Yayuk Yusnita, Ciya Nurma Yustika Wirda Ningsih Yuyut Prayuti Zainuddin, Zainuddin Zakiyah Darajat Zannah, Raodatul Zulfa, Fitria Zulia Ananda Zulkarnain Zulkarnain Zulkiflih, Zulkiflih