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Journal : Journal of Informatics and Computer Engineering Research

ANALISIS PENCARIAN TEKS EMOSI DALAM TWEET BERBAHASA INDONESIA MENGGUNAKAN TF-IDF DAN COSINE SIMILARITY Saputra, Adi; Ferdilian, M Lazuardi; Irsyad, Hafiz; Rahman, Abdul
Journal of Informatics and Computer Engineering Research Vol. 2 No. 2 (2025)
Publisher : Politeknik Negeri Ujung Pandang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31963/jicer.v2i2.6012

Abstract

Social media platforms such as Twitter present a wide range of emotional expressions from users in short and informal texts, which pose significant challenges for automated analysis. This study develops a search system for Indonesian-language tweets that identifies user emotions based on semantic similarity to a given text query. The method employs Term Frequency-Inverse Document Frequency (TF-IDF) for feature weighting and Cosine Similarity to measure textual similarity. Preprocessing stages including normalization, tokenization, stopword removal, and stemming are applied to enhance text representation accuracy. The system is tested using emotion-based queries and returns relevant tweets with high semantic match scores. Experimental results show that 50% of the top retrieved tweets match the expected emotional context. This approach proves effective in detecting emotions in short texts and offers potential for further development in sentiment-driven opinion analysis and emotion-aware recommendation systems
Co-Authors Abda Abda Abdul Rahman Abdurrahman Al Ghafari, Faishal Adawiyah, Nur Robiatul Adelia, Sabita ADNI OKTAVIANA Afriany, Fina Afryanti, Rani Agus Sastrawan Ahmad Naufal, Ahmad Ahyar Ahyar Ainuzzamania, Nurdiena Akram, Muh. Alamsyah, Piki Alfarizal, Niksen Amandari, Ringka Ninis Anggoro, Rafli Angraini, Nani Anisa Putri, Alifa Apriani, Fitri ARIESNA, RACHMAT DODY Arifin, Wahyu Armanto, Suryadi Arofah, Arizalis Siti Arsely, Monalisa Arsuni, Arsuni Astuti, Lenny Atikah, Risma Attarikhi, Ulul Aulika Lestari, Fina Ayu Ari Febiyanti, I Gusti Agung Azhari, Hanafi Khoirul Azis, Fajar Rahmat Batitusta, Putra Regian Berliana Hartati, Devi Christea Frisdiantara Christiani, Agustina Daniel Wijaya Danny Kurnianto Desfa Yusmaliana Dewi Putri, Vyona Dewi, Meri Kartika Diponegoro, AM Dito Pratama, Afriyan Duana, I Made Kerta Dumadi, Dumadi Dwi Aprilianto, Dwi Dwitama, Nadia Efendi, Lukman Elliza, Putri Enjishanti, Enjishanti Erni Yustissiani Fadilatul M, Anna Fadillah Sabri Fadli, Muhammad Ilham Fahreza, Angga Faiz Faiz Faruq Husein, Mochammad Fauziah, Selvi Febri Febri Ferdi Zulkarnain Ferdilian, M Lazuardi Feriansah, Rival Fikri, M. Ali Fikri, Miftahul Firdausi, Dzihan Khilmi Ayu Fitriana, Rindi Floresti, Iren Pibri Gymnastiar, Abdullah Hafiz Irsyad Haiyudi, Haiyudi Halisya, Sintiya Handayani, Dede Hardiansyah, Sigit Cahyo Harry Kurniawan Harsono, Lukman Hartobi, Suplimi Hartono, Rudi Hastuti Hastuti Hayun, Zuhana Hendra Saptadi, Arief Hendrawan, Malvin Hendrawansyah, Hendrawansyah Heriyanto, Helmi Herman Nirwana Hevitria Hevitria Hidayanah, Ritnatul Hidayat, Ari Ramdhan Hijaz, M. Chiar Hujaya, Alvin Ihrom Jaelani Iis Juniati Lathiifah Ilmi, Muhammad Khalis Indra Kurniawan Indradewa, Rhian Intrisca, Anggun Iqbal Arrosyad, Muhammad Irawan, Andre Izza Rizwaan, Fadzle Joni Safaat Adiansyah Kartika Putri, Diah Kosim, M. Kurniawan, Aldi Kusuma Chandra Kirana, Kusuma Chandra Lefrand Manoppo Lestari, Fina Aulika levid, Jonathan Felix Lily Marleni Listiawati, Diah M Iqbal Arrosyad M.Pd S.T. S.Pd. I Gde Wawan Sudatha . Mahendra, Diki Mahmudah, Dwiyana Fariska Manjaya Putra, Hadri Mardiah Mardiah Marhandrie, Dessy MERIKSA SEMBIRING Meta S. Sompie Miftakhurromah, Anisa Miftausakina, Taufiki Mikhael, Peredrik F. Molavi Arman Monica Widiasti, Monica Muammar Khaddafi Muhamad Tohir Muhammad Rizky Pribadi Muhammad Vito Nugroho, Raden Mulyono S. Baskoro Munandar Musazi, Ibnu Mu’alimah, Siti Njoto Benarkah Nur Aedi Aripin, Krisna Nur Ihsan Kamilah Nur Laili Nur Rohman, Ahmad Nurazizah, Amalia Siti Nurdin Nurhakim Nurhakim Nurhasanah, Yulia Dwi Nurhidayah Nurhidayah Nurhikma Nurjanah Nurul Hidayati Ocviana, Sandi Oktariani, Abbelian Paidah, Egia Juliatul Pamor Gunoto Paternus Hanye Patriantoro . Pawi Tobing, Febbi Pebriani, Sintiya Halisya Permata Sari, Intan Pratiwi, Wulan Oktarina Purnama Purnama Purwati Purwati Putra, Endri Putranto, Dedy Putri, Diah Kartika Putri, Galoh Alberta Ganesa Rafli Alwaan, Muhammad Rahmadi Rahmati, Ika Raihan, Erry Restiyana, Ela Reva Maria Valianti, Reva Maria Revaldi, Imam Rina Susilowati Riski Mubaroq, Albait Rizky Ramadhan, Muhammad Rizqi Setiawan, Dafa Robin Robin, Robin Rofika, Firdha Rosmasari Rosmasari, Rosmasari Rudin, Syafaat Runtu, Noriko Salsabila, Salsabila Salsabila, Unik Hanifah Santoso, Febrian Jadug Saputra Edika, Nelson Saputri, Weni Wahyu Sari, Yupita Sarmada, Zaky Mubarok Satria, Irwan Satriawan, Bambang Sellin, Sellin Septyarini, Epsilandri Sermila, Sermila Silalahi, Yeremia Raynhard Sima Mulyadi, Sima Sinarti, Tri Siska Fitriani, Siska Siti Urbayatun Sri Suyanta Sri Utami Sucipto, Hendri Sudrajat, Danu Suradi, Ahmad Surahma Asti Mulasari Suswidiantoro, Vicko Suswitha, Dessy Syahrizan, Ahmad Syauqie Syarifudin Syarifudin Tafdhila, Tafdhila Taufik Hidayat Theresia Pradiani Tohir, Muhammad Triawan, Fandy Tristiana Rijanti Tuti Alawiyah Vebrian, Rajab Viani, Ervin Okta Wahid, Sunar Warmansyah, Imam Widiastuti, Yasri Silviana Wilcent, Wilcent Wina Safutri Winata, Christian Konstantin Wiranti, Yuliana Wiwinda, Wiwinda Yasmir, Yasmir Yordan Hasan, Yordan Yoserizal " Yuanita, Yuanita Yudi Yunika Putra, Yudi Yunika Yulian Firmana Arifin Yuliani, Aska Muta Yulianti Yulianti Yuliartati, Yuliartati Yurdayanti Zaenal Arifin Zainal Abidin Zaki, Muhamad Zubaedi Zubaedi Zulkarnain ‘Izzati, ‘Inayatul