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

Journal Article

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

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

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

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

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

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

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

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

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

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, 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 (112079). ISSN 2352-3409

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 (2024). ISSN 2772-5030

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

Book

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.

Research

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)

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)

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)

Conference

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, 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.

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.

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.

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.

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.

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.

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.

Hak Cipta

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.

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.

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