Biodata Diri
| NPP | 2018.13.0108 |
| Muhammadhabibi17@gmail.com | |
| Google Scholar ID | fLnbkqsAAAAJ |
| Scopus ID | 57211251819 |
| Orcid ID | 0000-0001-7039-5827 |
| Garuda ID | 1734466 |
| Sinta ID | 6094994 |
| Web of Science | 3644738 |
| ResearchGate | Muhammad-Habibi |
| ieeexplore.ieee.org | 37087005985 |
| muhammadhabibi | |
| @mhabibi.id | |
| Tiktok | @mhabibi.id |
Pendidikan
| Pendidikan | Perguruan Tinggi |
| S1 | Universitas Islam Negeri Sunan Kalijaga |
| S2 | Universitas Gadjah Mada |
Penelitian
| No | Judul Penelitian | Tahun |
| 1 | Analisis Konten Jejaring Sosial Twitter dalam Kasus Pemilihan Gubernur DKI 2017 | 2018 |
| 2 | Klasifikasi Jurnal Berdasarkan Abstract Menggunakan Metode Cosine Similarity dan Support Vector Machine | 2019 |
| 3 | Klasterisasi Karakteristik Pengguna Pada Platform Instagram Menggunakan Hashtag | 2019 |
| 4 | Medi@n-aplikasi analytic on demand | 2019 |
| 5 | Entity Profiling Tingkat Pengaruh Aktor pada Konten Media Sosial | 2020 |
| 6 | Analisis Data Eksploratif berbasis Text Mining atas Percakapan Publik di Media Sosial mengenai Pandemik Covid-19 di Indonesia | 2020 |
| 7 | Analisis Penyebaran Informasi dan Pengaruh Aktor di Media Sosial | 2021 |
| 8 | Rancang Bangun Platform Social Media Intelligence Sebagai Perangkat Analisis Persepsi Masyarakat Untuk Peningkatan Kualitas Kebijakan Publik yang Berkelanjutan | 2021 |
| 9 | Analisis Pengalaman Pelanggan Terhadap Produk Skincare melalui Media Sosial (2022) | 2022 |
| 10 | Analisis Gangguan Kesehatan Mental di Indonesia Menggunakan Data Media Sosial | 2023 |
| 11 | Klasifikasi Gangguan Kesehatan Mental di Indonesia Berdasarkan Data Media Sosial Twitter | 2023 |
Pengabdian kepada Masyarakat
| No | Judul Pengabdian kepada Masyarakat | Tahun |
| 1 | Pengenalan Literasi Media Online Guna Mewujudkan Remaja Sehat Di SMP Muhammadiyah 1 Mlati | 2019 |
| 2 | Koordinasi Pengabdian Kepada Masyarakat Kerja Sama Pemerintah Kota dengan Unjani Yogyakarta | 2020 |
| 3 | Branding dan Blogging di Era Digital untuk Sekolah dan Guru | 2021 |
| 4 | Sosialisasi Pengelolaan Website dan Sosial Media Sekolah untuk Digital Branding dengan Metode Webinar | 2021 |
| 5 | Sosialisasi Analisis Media Sosial Sebagai Upaya Meminimalisir Penyebaran Informasi Hoax Dengan Metode Webinar | 2022 |
| 6 | Pelatihan Pengembangan Website Menggunakan Framework Django untuk Siswa SMK | 2022 |
| 7 | Pelatihan Pemrograman Dasar Menggunakan Python | 2023 |
| 8 | Pelatihan Pemrograman Lanjut Menggunakan Python | 2023 |
Publikasi Artikel Ilmiah
| No | Judul | Jurnal/Conference | Tahun |
| 1 | Analisis Konten Jejaring Sosial Twitter dalam Kasus Pemilihan Gubernur DKI 2017 | TEKNOMATIKA | 2018 |
| 2 | Implementation of Cosine Similarity in An Classifier for Comments | JISKA (Jurnal Informatika Sunan Kalijaga) | 2018 |
| 3 | Analisis Asosiasi Pada Transaksi Penjualan Daring Menggunakan Algoritma Apriori dan FP-Growth | TEKNOMATIKA | 2019 |
| 4 | Clustering User Characteristics Based on the influence of Hashtags on the Instagram Platform | IJCCS (Indonesian Journal of Computing and Cybernetics Systems) | 2019 |
| 5 | Face Detection using Haar Cascades to Filter Selfie Face Image on Instagram | 2019 International Conference of Artificial Intelligence and Information Technology (ICAIIT) | 2019 |
| 6 | Journal Classification Based on Abstract Using Cosine Similarity and Support Vector Machine | JISKA (Jurnal Informatika Sunan Kalijaga) | 2020 |
| 7 | Clustering followers of influencers accounts based on likes and comments on Instagram Platform | IJCCS (Indonesian Journal of Computing and Cybernetics Systems) | 2020 |
| 8 | Analysis of Marketplace Conversation Trends on Twitter Platform Using K-Means | Compiler | 2020 |
| 9 | Entity Profiling to Identify Actor Involvement in Topics of Social Media Content | IJCCS (Indonesian Journal of Computing and Cybernetics Systems) | 2020 |
| 10 | INVESTIGASI DAN ANALISIS FORENSIK DIGITAL PADA PERCAKAPAN GRUP WHATSAPP MENGGUNAKAN NIST SP 800-86 dan SUPPORT VECTOR MACHINE | Cyber Security dan Forensik Digital | 2020 |
| 11 | Public Sentiments Analysis about Indonesian Social Insurance Administration Organization on Twitter | IJID (International Journal on Informatics for Development) | 2020 |
| 12 | Topic Analysis for Coronavirus Disease (COVID-19) on Twitter Using Latent Dirichlet Allocation (LDA) | The 1st Universitas Muhammadiyah Yogyakarta Undergraduate Conference (UMYGRACE) 2020 | 2020 |
| 13 | Gender Prediction for Instagram User Profiling using Deep Learning | 2020 International Conference on Decision Aid Sciences and Application (DASA) | 2020 |
| 14 | Analysis of Popular Hashtags on Instagram Account The Ministry of Health | International Conference on Health and Medical Sciences (AHMS 2020) | 2021 |
| 15 | Topic Modelling of Germas Related Content on Instagram Using Latent Dirichlet Allocation (LDA) | International Conference on Health and Medical Sciences (AHMS 2020) | 2021 |
| 16 | Health in Digital Era 4.0: Analyzing Reader Engagement Rate on Instagram Account of Government Health Agencies | International Conference on Health and Medical Sciences (AHMS 2020) | 2021 |
| 17 | A social network analysis: identifying influencers in the COVID-19 vaccination discussion on twitter | IJCCS (Indonesian Journal of Computing and Cybernetics Systems) | 2021 |
| 18 | Hashtag Analysis of Indonesian COVID-19 Tweets Using Social Network Analysis | IJCCS (Indonesian Journal of Computing and Cybernetics Systems) | 2021 |
| 19 | Sentiment Analysis and Topic Modeling of Indonesian Public Conversation about COVID-19 Epidemics on Twitter | IJID (International Journal on Informatics for Development) | 2021 |
| 20 | A Social Network Analysis: Identifying Influencers in The COVID-19 Vaccination Discussion on Twitter | Compiler | 2021 |
| 21 | Indonesia Infrastructure Development Topic Discovery on Online News with Latent Dirichlet Allocation | IOP Conference Series: Materials Science and Engineering | 2021 |
| 22 | The Development of Social Media Intelligence System for Citizen Opinion and Perception Analysis over Government Policy | Telematika: Jurnal Informatika dan Teknologi Informasi | 2022 |
| 23 | Content analysis of Twitter user conversation about new normal policy in Indonesia using topic modeling | 2022: The Proceeding of the Fifth ICCGANT 2021 | 2022 |
| 24 | Analisis Sentimen Berdasarkan Topik Terkait Wabah Covid-19 di Twitter Menggunakan Latent Dirichlet Allocation (LDA) dan Naive Bayes Classifier (NBC) | Teknomatika: Jurnal Informatika dan Komputer | 2022 |
| 25 | PERBANDINGAN METODE DECISION TREE DAN NAIVE BAYES CLASSIFIER PADA ANALISIS SENTIMEN PENGGUNA LAYANAN PT PERUSAHAAN LISTRIK NEGARA (PLN) | Teknomatika: Jurnal Informatika dan Komputer | 2022 |
| 26 | Analysis of deep learning approach based on Convolution Neural Network (CNN) for classification of web page title and description text | Compiler | 2022 |
| 27 | Autoregressive Integrated Moving Average (ARIMA) Models For Forecasting Sales Of Jeans Products | elematika: Jurnal Informatika dan Teknologi Informasi | 2023 |
| 28 | Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and eXplainable Artificial Intelligence (XAI) | Information | 2023 |
| 29 | K-Nearest Neighbor and Naive Bayes Classifier Methods for Expedition Service Comparison Analysis of User Sentiments | Indonesian Journal on Data Science | 2023 |
| 30 | Sentiment Analysis Related National Social Security Agency for Employment in Indonesia: Hybrid Method Using Lexicon Based and Naive Bayes Classifier Approaches | Indonesian Journal on Data Science | 2023 |
| 31 | Customer Experience Analysis Skincare Products Through Social Media Data Using Topic Modeling and Sentiment Analysis | Journal of Science and Applied Engineering (JSAE) | 2023 |
| 32 | KLASIFIKASI SITUASI BENCANA ALAM BANJIR MENGGUNAKAN SUPPORT VECTOR MACHINE BERDASARKAN DATA TWITTER | INFORMATIKA | 2023 |
| 33 | PEMODELAN TOPIK TERKAIT BANJIR PADA TWITTER DENGAN MENGGUNAKAN LATENT DIRICHLET ALLOCATION | Teknomatika: Jurnal Informatika dan Komputer | 2023 |
| 34 | Analisis Pola Konsumen Dalam Bertransaksi Bisnis di Bengkel Resmi AHASS Total Honda Motor | Teknomatika: Jurnal Informatika dan Komputer | 2023 |
| 35 | Metode Hybrid Menggunakan Pendekatan Lexicon Based dan Naive Bayes Classifier Untuk Analisis Sentimen Terkait Jaminan Hari Tua | Teknomatika: Jurnal Informatika dan Komputer | 2023 |
| 36 | Tweet Analysis of Mental Illness Using K-Means Clustering and Support Vector Machine | Telematika: Jurnal Informatika dan Teknologi Informasi | 2023 |
| 37 | Improving Mental Health Diagnostics through Advanced Algorithmic Models: A Case Study of Bipolar and Depressive Disorders | Indonesian Journal of Data and Science | 2024 |
| 38 | Tweets Classification of Mental Health Disorder in Indonesia Using LDA and Cosine Similarity | Telematika: Jurnal Informatika dan Teknologi Informasi | 2024 |
Buku
| No | Judul Buku | ISBN | Tahun |
| 1 | Modul Praktikum Pemrograman Basis Data | 9786239747947 | 2022 |
| 2 | Modul Praktikum Sistem Manajemen Basis Data | 9786239747916 | 2022 |
Hak Kekayaan Intelektual
| No | Judul | Jenis | Nomor | Tahun | |
| 1 | Alat Pemindai Sistem EFI (Electronic Fuel Injection) Sepeda Motor | Paten Sederhana | S00201708279 | 2019 | |
| 2 | Medi@n – Aplikasi Media Analytic On Demand | Hak Cipta | EC00201946549 | 2019 | |
| 3 | APPAMS: Program Komputer untuk Analisis Penyebaran Informasi dan Pengaruh Aktor di Media Sosial | Hak Cipta | EC00202135306 | 2021 | |
| 4 | COVLIS: Program Komputer untuk Analisis Percakapan Publik di Twitter Mengenai Pandemik COVID-19 di Indonesia | Hak Cipta | EC00202041830 | 2021 | |
| 5 | Platform Social Media Intelligence | Hak Cipta | EC00202205629 | 2022 | |
| 6 | Modul Django Framework untuk Pemula | Hak Cipta | EC002022106638 | 2022 | |
| 7 | Program Komputer KAHAWEB | Hak Cipta | EC00202266181 | 2022 | |
| 8 | Buku Saku Pola Asuh Holistik | Hak Cipta | EC00202278624 | 2022 | |
| 9 | Buku Saku Kesehatan Reproduksi Bagi Catin | Hak Cipta | EC00202278623 | 2022 | |
| 10 | Modul Stimulasi, Deteksi Dan Intervensi Dini Tumbuh Kembang Anak | Hak Cipta | EC00202278625 | 2022 | |
| 11 | Modul Django Framework Level Intermediate | Hak Cipta | EC002022106638 | 2022 | |
| 12 | Modul Pemrograman Lanjut Python | Hak Cipta | EC002023103284 | 2023 | |
| 13 | Modul Pemrograman Dasar Python | Hak Cipta | EC00202345444 | 2023 | |
| 14 | Program Komputer – KATERTAL – Klasifikasi Twitter Gangguan Kesehatan Mental | Hak Cipta | EC00202411282 | 2024 | |
| 15 | Program Komputer – Social Mental Health | Hak Cipta | EC00202411281 | 2024 |