Items where Subject is "08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080107 Natural Language Processing"

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Abidin, Zainal and Fatchurrochman, Fatchurrochman (2015) Pembangkitan otomatis bentukan kata Arab berbasis morfologi. Presented at Konferensi Nasional Informatika 2015, 22 Oktober 2015, Institut Teknologi Bandung, Indonesia.

Afrah, Ashri Shabrina and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2025) Teknik Peringkasan Teks Otomatis Dengan Artificial Intelligence: Pendekatan Ekstraktif dan Abstraktif. UIN Maliki Press, Malang, Indonesia. ISBN 978-623-232-973-7 UNSPECIFIED : UNSPECIFIED.

Lab. Multimedia, Program Studi Teknik Informatika, Universitas Islam Negeri Maulana Malik Ibrahim Malang (2024) Aplikasi peringkas teks untuk abstrak karya ilmiah dengan algoritma PEGASUS (sertifikat hak cipta). 000773708.

Afrah, Ashri Shabrina, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Aziz, Abdul ORCID: https://orcid.org/0000-0002-9050-9024 and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2025) Comparison of the performance of transformer text summarization models in Indonesian language: PEGASUS and GPT-2. Presented at The 6th International Conference on Cybernetics and Intelligent Systems (ICORIS 2024), 29 Nov - 30 Nov 2024, Universitas Sahid Surakarta, Solo, Indonesia.

Ainiyah, Kurniyatul and Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748 (2022) Analisis sentimen terhadap Permendikbud Ristek nomor 30 tahun 2021 pada media sosial Twitter menggunakan metode lexicon-based dan Multinomial Naïve Bayes. Jurnal Ilmiah Informatika, 7 (1). pp. 29-40. ISSN 2549-7480

Akbar, Ismail and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2024) Perbandingan analisis sentimen PLN Mobile: Machine learning vs. deep learning. JOINTECS (Journal of Information Technology and Computer Science), 8 (1). pp. 1-10. ISSN 25416448

Alfin, Moh, Abidin, Zainal ORCID: https://orcid.org/0000-0002-9261-4952 and Miladin, Puspa (2024) Peringkasan multi dokumen berbahasa Indonesia menggunakan metode Recurrent Neural Network. Techno.Com, 23 (1). pp. 233-242. ISSN 23562579

Almais, Agung Teguh Wibowo, Susilo, Adi, Naba, Agus, Sarosa, Moechammad, Crysdian, Cahyo, Basid, Puspa Miladin Nuraida Safitri A, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Tazi, Imam, Arif, Yunifa Miftachul and Wicaksono, Hendro (2023) SASSD: A smart assessment system for sector damage post-natural disaster using artificial neural networks. Presented at 2023 2nd International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE), 19 Sep 2023, Banda Aceh.

Ansori, Yusuf and Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748 (2022) Perbandingan metode machine learning dalam analisis sentimen Twitter. JUSTIN (Jurnal Sistem dan Teknologi Informasi), 10 (4). pp. 429-434. ISSN 2460-3562 (p); 2620-8989 (e)

Atikah, Luthfi, Hasanah, Novrindah Alvi and Arifin, Agus Zainal (2022) Topic modelling using VSM-LDA for document summarization. Jurnal ULTIMATICS, 14 (2). pp. 91-95. ISSN 2085-4552

Aziz, Okta Qomaruddin, Ihtada, Fahrendra Khoirul and Alfianita, Rizha (2025) Aspect-based Multilabel Classification of E-commerce Reviews using Fine-tuned IndoBERT. Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control, 10 (1). pp. 91-100. ISSN 2503-2267

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Chamidy, Totok and Kusumawati, Ririen (2016) Pembelajaran membaca huruf alfabet dengan teknologi pengolahan suara. Research Report. Lembaga Penelitian dan Pengabdian kepada Masyarakat UIN Maulana Malik Ibrahim, Malang. (Unpublished)

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Dzakiroh, Mutiara Aprillia and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2025) Implementasi LSTM dalam prediksi keberangkatan haji di Kementerian Agama Kota Malang. ILKOMNIKA: Journal of Computer Science and Applied Informatics, 7 (1). pp. 58-70. ISSN 27152731

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Lab. Intelligent System Program Studi Teknik Informatika UIN Maulana Malik Ibrahim Malang (2025) Aplikasi peringkas teks untuk abstrak penelitian dengan Algoritma T5 (sertifikat hak cipta). 001003278.

Lab. Intelligent System, Program Studi Teknik Informatika, UIN Maulana Malik Ibrahim Malang (2024) Aplikasi peringkas teks untuk abstrak penelitian dosen dengan algoritma GPT-2 (sertifikat hak cipta). 000775117.

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Afrah, Ashri Shabrina and Aziz, Abdul ORCID: https://orcid.org/0000-0002-9050-9024 Optimalisasi teknik peringkasan teks pada karya tulis ilmiah dosen untuk meningkatkan produktivitas publikasi di perguruan tinggi keagamaan Islam negeri. Research Report. Lembaga Penelitian dan Pengabdian kepada Masyarakat UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Halmahera, Shafira, Cahyani, Vivin Octavia, Aziz, Abd, Afrah, Ashri Shabrina and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2024) Advanced extractive summarization of Indonesian texts using LSTM models. Presented at 2024 8th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 29-30 August 2024, Yogyakarta, Indonesia.

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Mawaridi, Bima Hamdani, Afrah, Ashri Shabrina, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Aziz, Abdul, Wijayanti, Linda and Mulyadi, Melisa (2024) Enhancing Indonesian text summarization with latent dirichlet allocation and maximum marginal relevance. International Journal of Advanced Computer Science and Applications (IJACSA), 15 (8). pp. 519-528. ISSN 2156-5570

Fauzi, Deri, Abidin, Zainal ORCID: https://orcid.org/0000-0002-9261-4952 and Fatchurrochman, Fatchurrochman (2024) Peringkasan teks multi dokumen berbahasa Indonesia menggunakan sentence scoring dan SVM. Techno.Com: Jurnal Teknologi Informasi, 23 (1). pp. 187-197. ISSN 23562579

Fuadi, Mukhlish ORCID: https://orcid.org/0000-0002-7595-7646 and Wibawa, Adhi Dharma (2022) Automatic question generation from Indonesian texts using text-to-text transformers. Presented at 2022 International Conference on Electrical and Information Technology (IEIT), 15-16 September 2022, Semarang, Indonesia.

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Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748, Alfianita, Rizha and Putri, Hikmatul Maulidia (2024) Evaluasi teknik preprocessing terhadap kinerja multinomial Naïve Bayes dalam klasifikasi pertanyaan insincere. JUSTIN (Jurnal Sistem dan Teknologi Informasi), 12 (4). pp. 707-715. ISSN 2460-3562 (p); 2620-8989 (e)

Holle, Khadijah Fahmi Hayati, Arifin, Agus Zainal and Purwitasari, Diana (2015) Preference based term weighting for Arabic fiqh document ranking. Journal of Computer Science and Information, 8 (1). pp. 45-52. ISSN 2088-7051

Holle, Khadijah Fahmi Hayati, Ludviani, Resti and Rosyadi, Arini Rahmawati (2015) Pengelompokan dokumen menggunakan dokumen berlabel dan tidak berlabel dengan pendekatan Modified Heuristic Fuzzy Co-Clustering. Jurnal Buana Informatika, 6 (2). pp. 103-112. ISSN 2089-7642

Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748, Munna, Daurin Nabilatul and Ekaputri, Enggarani Wahyu (2025) Performance evaluation of Transformer models: Scratch, Bart, and Bert for news document summarization. Jurnal Teknik Informatika (JUTIF), 6 (2). pp. 787-802. ISSN 27233871

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Ihtada, Fahrendra, Abidin, Zainal ORCID: https://orcid.org/0000-0002-9261-4952 and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2025) E-commerce Product Review Classification using Neural Network-Based Approach. JOIV : International Journal on Informatics Visualization, 9 (6). pp. 2335-2343. ISSN 2549-9904

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Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Badruddin, Badruddin and Wibawa, Prasetya Aji (2022) Identification of islamophobia sentiment analysis on Twitter using text mining language detection. Journal of Positive School Psychology, 6 (5). pp. 8286-8294. ISSN 2717-7564

Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Romadhoni, Yuliana, Zahrona, Laila and Hammad, Jehad (2022) Comparing LSTM and CNN methods in case study on public discussion about Covid-19 in Twitter. International Journal of Advanced Computer Science and Applications (IJACSA), 13 (10). pp. 402-409. ISSN 2156-5570

Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 (2016) Metode Linear Predictive Coding (LPC) pada klasifikasi Hidden Markov Model (HMM) untuk kata arabic pada penutur Indonesia. Journal of Computer Science and Information Technology (MATICS), 8 (1). pp. 32-35. ISSN 2477-2550

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Ludviani, Resti, Holle, Khadijah Fahmi Hayati, Arifin, Agus Zainal and Purwitasari, Diana (2015) Optimasi pembobotan pada query expansion dengan Term Relatedness to Query-Entropy based (TRQE). Jurnal Buana Informatika, 6 (3). pp. 203-212. ISSN 2089-7642

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Maryamah, Maryamah, Arifin, Agus Zainal, Sarno, Riyanarto and Hasan, Ahmad Makki (2021) Adapting Google translate using dictionary and word embedding for Arabic-Indonesian cross-lingual information retrieval. Presented at 2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS), 27-28 Jan. 2021, Bali, Indonesia.

Mustaqim, Eka Rifut Nur, Pagalay, Usman and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2024) Prediksi tingkat kepercayaan masyarakat terhadap PILPRES 2024 menggunakan TF-IDF dan Bow menggunakan metode SVM. Jurnal Cahaya Mandalika, 5 (1). pp. 515-530. ISSN 2721-4796

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Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Basid, Puspa Miladin Nuraida Safitri A and Bahtiar, Firma Sahrul ORCID: https://orcid.org/0000-0002-6812-198X (2022) 2D Game “Omar’s Adventure” design using the Finite State Machine Method. JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING, 6 (1). pp. 18-26. ISSN 2549-6247

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priyanto, priyanto, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710 (2025) Artificial Neural Network-Based Forecasting of Rice Yield Using Environmental and Agricultural Data. ASSET – Advances in Sustainable Science, Engineering and Technology, 7 (3). 02503023-01. ISSN 2715-4211

priyanto, priyanto, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710 (2025) Grid Search-Optimized Artificial Neural Network Model for Rice Yield Prediction Using Weather and Soil Data in Malang City. Engineering, Technology & Applied Science Research (ETASR), 15 (5). pp. 26487-26495. ISSN 2241-4487

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Qosim, Ahmad Latif, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Bahruddin, Uril ORCID: https://orcid.org/0000-0001-8599-7281, Mubaraq, Zulfi, Suhartono, Suhartono and Faisal, Muhammad (2021) Analysis classification opinion of policy government announces cabinet reshuffle on YouTube comments using 1D convolutional neural networks. Presented at 2021 3rd East Indonesia Conference on Computer and Information Technology (EIConCIT), 9-11 April 2021, Surabaya, Indonesia.

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Romadhoni, Yuliana and Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748 (2022) Analisis sentimen terhadap PERMENDIKBUD No. 30 pada media sosial Twitter menggunakan metode Naive Bayes dan LSTM. Jurnal Informatika: Jurnal Pengembangan IT, 7 (2). pp. 118-124. ISSN 2548-9356

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Shofiah, Nurul, Putera, Zulmy Faqihuddin and Solichah, Novia (2023) Challenges and opportunities in the use of artificial intelligence in education for academic writing: A scoping review. Presented at Psychology and Flourishing Humanity (PFH 2023) Conference, 21-23 Jun 2023, Malang.

Shofiah, Nurul, Ridho, Ali and Putera, Zulmy Faqihuddin (2023) Menyelidiki implikasi etis dari pengintegrasian generator teks kecerdasan buatan dalam penulisan akademik. Presented at Kongres Bahasa Indonesia (KBI) XII, 25-28 Oct 2023, Jakarta.

Suhartono, Suhartono (2018) Identification of virtual plants using bayesian networks based on parametric L-system. International Journal of Advances in Intelligent Informatics, 4 (1). pp. 40-52. ISSN 2442-6571

Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Wibawa, Aji Prasetya, Suyono, Suyono and Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764 (2025) Enhancing teks summarization of humorous texts with attention-augmented LSTM and discourse-aware decoding. International Journal of Engineering, Science and Information Technology, 5 (3). pp. 156-168. ISSN 2775-2674

Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Wibawa, Aji Prasetya, Suyono, Suyono, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Pranolo, Andri, Saubari, Nahdi and Wang, Kunfeng (2025) Dataset of transcribed Indonesian stand-up comedy videos with audience laughter annotations from Kompas TV’s YouTube channel. Data in Brief, 63. ISSN 23523409

Sutiah, Sutiah and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2024) Enhancing online learning quality: A structural equation modeling analysis of educational technology implementation during the COVID-19 pandemic. Telematics and Informatics Reports, 16. ISSN 27725030

Syauqi, A'la, Melani, Roro Inda and Imamudin, Mochamad (2023) Penerapan Artificial Intelligence Markup Language (AIML) sebagai virtual assistant pada platform e-thesis UIN Maulana Malik Ibrahim Malang. Research Report. Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang. (Unpublished)

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Utama, Shoffin Nahwa ORCID: https://orcid.org/0000-0001-9843-199X, Prakasa, Johan Ericka Wahyu ORCID: https://orcid.org/0000-0001-5571-9328 and Hariyanto, Wahyu ORCID: https://orcid.org/0009-0000-7566-2488 (2025) Klasifikasi irama bacaan Al-Qur’an menggunakan algoritma CNN. ILKOMNIKA: Journal of Computer Science and Applied Informatics, 7 (1). pp. 94-103. ISSN 2715-2731

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Yaqin, Muhammad Ainul and Fauzan, Abdul Charis (2025) Teknologi Pengolahan Bahasa Alami: Konsep dan Algoritma. CV Beta Aksara, Batu. ISBN 978-623-354-272-2 UNSPECIFIED : UNSPECIFIED.

EC002025197217 (2025) Teknologi Pengolahan Bahasa Alami: Konsep dan Algoritma (sertifikat hak cipta). 001037477.