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Journal : Journal of Intelligent Software Systems

Analyzing Indonesian Football Sentiment Towards PSSI Performance Using Support Vector Machines Hakim, Faturrahman; Astuti, Yuli
Journal of Intelligent Software Systems Vol 3, No 1 (2024): July 2024
Publisher : LPPM UTDI (d.h STMIK AKAKOM) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26798/jiss.v3i1.1330

Abstract

Football is a popular and widely engaged sport in Indonesia, attracting individuals across various age groups, including teenagers, adults, and children. The Indonesian Football Association (PSSI), established on April 19, 1930, originally named the All-Indonesian Football Association, is the governing body responsible for managing and overseeing football activities in the country. Despite its long history, PSSI has faced significant criticism for its perceived lack of professionalism in handling and managing Indonesian football. This discontent was notably amplified in the wake of the cancellation of the U-20 World Cup, leading to a surge of negative sentiments on social media platforms, particularly Twitter. This study aims to analyze public opinion regarding PSSI's performance. Public opinion, which emerges in response to various events, tends to be diverse due to the differing perspectives of individuals. The research focuses on assessing the balance between positive and negative sentiments towards PSSI's performance. By employing a comprehensive approach to sentiment analysis, including stages such as data preprocessing, labeling, modeling, and evaluation, this study provides a detailed examination of public sentiment. The methodology involves the application of the Support Vector Machine (SVM) algorithm across four tests with different data splits and the use of the SMOTE technique to address class imbalance. The findings reveal that the fourth test yielded the most effective results in sentiment classification, achieving an accuracy of 70.75\%, precision of 67.16\%, recall of 68.18\%, and an F1 score of 67.66\%
Performance Assessment of Branch Office Assistant (KCP) Leaders Using the Simple Additive Weighting Method Wibowo, Dwi; Astuti, Femi Dwi; Astuti, Yuli; Widayani, Wiwi; Fauzi, Arma
Journal of Intelligent Software Systems Vol 3, No 2 (2024): December 2024
Publisher : LPPM UTDI (d.h STMIK AKAKOM) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26798/jiss.v3i2.1502

Abstract

Abstract— Performance Appraisal is a process that allows organizations to know, evaluate, measure and assess the performance of their members appropriately and accurately. This activity is closely related and influences the effectiveness of the implementation of human resource activities in the company, such as promotion, compensation, training, career management development and others. This is because the performance appraisal function can provide important information to the company to improve decisions and provide feedback to employees about their actual performance.The implementation of the achievement and performance appraisal of KCP leaders at KSPPS Tunas Artha Mandiri Nganjuk Branch has so far still used manual and has not used a decision support sistem so that the data generated is not accurate and takes a long time. As a result, if used in decision making, it is not appropriate and causes problems such as non-transparent management, decreased quality and performance of KCP leaders. The author applies and implements the Additive Weighting method (SAW) to measure the achievement and performance assessment of the Sub-Branch Office leadership at KSPPS Tunas Artha Mandiri Nganjuk Branch. With the aim of this decision support sistem can provide information and recommendations as well as accurate and efficient performance appraisal data.Keywords-Decision Support Sistem, Simple Additive Weighting, Employee Appraisal
Co-Authors Abbani, Abubakar Yakubu Abdul Charis, Abdul abdulahanaa abdulahanaa, abdulahanaa Acihmah Sidauruk Agung Dwi Laksono Agus Choirul Arifin Al Arifin, Dedy Hidayatullah Alita Suroso, Riadinni Alita, Riadinni Amalia, Rize Budi Aman, Irsan Andela, Rica Andi Rizkiyah Hasbi Andriyani, Widyastuti Anggraeni, Sefia Dwi Aniek Masrevaniah Anita Ratnasari Rakhmatulloh Anita, Riadinni Annafi, Farrizka Ari Syahidul Shidiq Ari Wibowo Arif Rahman Arifin Budi Purnomo, Arifin Budi Arifin Sahaka, Arifin Arisanti, Atika Zahria Armayanti, Denisa Artini, Dyah Asharudin, ⁠Firman Ayu Ariastika, Windy Babo, Rosleny Baehaqi Bani Bacan Hacantya Yudanagara Barokah, Liberty Bhisma Murti Bila, Salsa Sabel Bradika Almandin Wisesa Churun Ain Claresta1, Aurellia Rahma Dermawan, Dermawan Dewi Anisa Istiqomah Dewi Nasien Dewi Turgarini  DIAN MUHCTAR, ZUHRI ARADIKA Dwiana, Annisa Dyah Artini Eka Setianingsih Elviana, Neneng Emi Sutrisminah Endang Surani, Endang Endang Susilowati Fakhruddin, Rangga Romzi fakhrudi, yoga Fandizal, Muhammad Farizi, Sofia Fatimah, Tsania Alfina Nur Fauzi, Arma Femi Dwi Astuti Fitria Jannatul Laili Fitriyatun Amiyah, Fitriyatun Hakim, Faturrahman Haris, Muhammad Naoval Hartati, Kiki Hendrawangsah, Tsabita Hengki Hengki Heni Noviarita Hidayati, Rizqi Wahyu Hilman Mulyana, Hilman Ida Lisni Ika Pratingkah Palupi Ikmah Imran, Mita Pertiwi INDAH PUSPITASARI Irfani, Abdul Mulki Irsan Irsan Is Susiloningtyas Isah Cahyani Ismawan, Imawan Januari, Ni Komang Januari Jayanti, Murni Karni, Karni Khanom, Nazmun Nahar Kholis Nur Faizin, Kholis Nur Kukuh Prakoso, Kukuh Kusrini Kusrini Kusumarini, Novikasari Larasaati, Arinta Destri Leny Wulandari, Rr. Catur Leny, Rr Catur Lestari , Rizki LILIS DWI FARIDA M. Suyanto, M. Ma'rifah, Uli Amri Magdalena, Ainy Maria Magdalena Pur Dwiastuti Marlensi, Linda Masruro, Ahlihi Masruroh MASRUROH Maulina, Alvira Megawati - Meizy Heriyanto Melysa, Melysa Muhammad Imadudin Siddiq, Muhammad Imadudin Muliatul Jannah, Muliatul Mulyaningtyas, Fahmida Cahya Nisa Rachmah Nur , Anganthi Novariani, Novariani Noviana, Dinda Aditya Novita Sani, Dhien Novitasari, Selviyani Nugraha, Dani Fitrianto Nugroho, Agung Nurerwan, Mizani Achmad Nurlaela Sari, Dewi Nurmala, Anisa Nursalim Nursalim Nurwijayanti Oktavianto Eko Jati Pahmi, Rizkan Palawi, Ari Patonah, Patonah Piping Asgiani Purbobinuko, Zakharias Kurnia Purnamaningsih, Nur’Aini Rahayu Mekar Bisono, Rahayu Mekar Rais Ruli, Ahmad Ramadhan, Ghanim Ratna Dwi Wulandari Ratu Matahari Riani, Nova Rida Safuan Selian Rizki Ramadhan, Aditya Rohmah, Nikmatur Rohmawati, Enny Rukmi, Dwi Kartika Sahril, Sultan Samsinar Samsuri Samsuri Sani, Dhien Novita Saputra, Renaldi Sarbi, Sukadji Sasongko, Aditya Dimas Wahyu Seniwati, Erni Setiarini, Tatik Siti Nurchasanah Siti Zahrah Sodik, Jajang Japar Sri Ngudi Wahyuni, Sri Ngudi SRI RAHAYU Sri Yamtinah Suci Ramadhani, Suci Sudarmin Sudarmin Sugiyono Sugiyono Sujono Riyadi Sukmawati, Anastasia Suci Sulfasyah Sulfasyah, Sulfasyah Sulistyo Saputro Sumaryadi, Qurrotul Ayuni Rizqiyani Sumbara Sumbara Sumiati, Yati Supardi Supardi Supriati, Amelia SUPRIATIN Surono Surono Sutiawati, Dewi Nur Suwanto Marsudi Syah Putri, Jeli Taty Sulastry Tengku Hartati Tianme, Zahra Seleisyah Tri Tunggal, Tri Tulus Suryanto Ulhusna, Annisa Uum Safari Wahdatun, Sevi Wahyudi, Fikri Mourly Wibowo, Dwi Widadi, Zahir Widyawati Widyawati Wirawan, Rio Wisanggeni, Bagus Wiwi Widayani, Wiwi Wulandari, Evita Sekar Wulandari, Irma Rofni Yudi Mulyana Hidayat yulia lanti retno dewi Yuliana, Putri Yunus Abidin Yustina, Anita Zisca, Rahma