Vol 14, No 3 (2022)

DOI: https://doi.org/10.33096/ilkom.v14i3

Table of Contents

Artikel

Deepfake Detection in Videos Using Long Short-Term Memory and CNN ResNext

author Muhammad Indra Abidin(1*); Ingrid Nurtanio(2); Andani Achmad(3)

(1) Universitas Hasanuddin
(2) Universitas Hasanuddin
(3) Universitas Hasanuddin
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1254.178-185 graph Abstract view: 91 times
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178-185
Analysis of Stroke Classification Using Random Forest Method

author Muhammad Firdaus Banjar(1*); Irawati Irawati(2); Fitriyani Umar(3); Lilis Nur Hayati(4)

(1) 
(2) Universitas Muslim Indonesia
(3) Universitas Muslim Indonesia
(4) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1252.186-193 graph Abstract view: 45 times
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186-193
Association of single nucleotide polymorphism and phenotype in type 2 of diabetes mellitus using Support Vector Regression and Genetic Algorithm

author Ratu Mutiara Siregar(1*); Wisnu Ananta Kusuma(2); Annisa Annisa(3)

(1) IPB University
(2) Institut Pertanian Bogor
(3) Institut Pertanian Bogor
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1283.194-202 graph Abstract view: 40 times
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194-202
Classification of Dog and Cat Images using the CNN Method

author Teguh Adriyanto(1); risky aswi ramadhani(2*); Risa Helilintar(3); Aidina Ristyawan(4)

(1) Universitas Nusantara PGRI Kediri
(2) Universitas Nusantara PGRI Kediri
(3) Universitas Nusantara PGRI Kediri
(4) Universitas Nusantara PGRI Kediri
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1116.203-208 graph Abstract view: 63 times
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203-208
Classification of Lombok Pearls using GLCM Feature Extraction and Artificial Neural Networks (ANN)

author Muh Nasirudin Karim(1*); Ricardus Anggi Pramunendar(2); Moch Arief Soeleman(3); Purwanto Purwanto(4); Bahtiar Imran(5)

(1) Universitas Dian Nuswantoro
(2) Universitas Dian Nuswantoro
(3) Universitas Dian Nuswantoro
(4) Universitas Dian Nuswantoro
(5) Universitas Teknologi Mataram
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1317.209-217 graph Abstract view: 43 times
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209-217
Classification of stroke patients using data mining with adaboost, decision tree and random forest models

author Bahtiar Imran(1); Erfan Wahyudi(2*); Ahmad Subki(3); Salman Salman(4); Ahmad Yani(5)

(1) Universitas Teknologi Mataram
(2) Institut Pemerintahan Dalam Negeri
(3) Universitas Teknologi Mataram
(4) Universitas Teknologi Mataram
(5) Universitas Teknologi Mataram
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1328.218-228 graph Abstract view: 74 times
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218-228
Design of digital kWh-Meter to top-up the electric pulse by automatically using Relay Module Based on SMS and Arduino Uno

author Syarifah Fitrah Ramadhani(1); Pujianti Wahyuningsih(2*); Abdul Jalil(3); Syarifah Suryana(4)

(1) Sistem Informasi, STMIK Adhi Guna Palu, Indonesia
(2) Sistem Informasi, STMIK Handayani Makassar
(3) Sistem Komputer, STMIK Handayani Makassar
(4) Universitas Negeri Makassar
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1221.229-236 graph Abstract view: 40 times
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229-236
Design of library noise detection tools based on voice pressure parameters

author Yuda Irawan(1*); Refni Wahyuni(2); Hasnor Khotimah(3); Herianto -(4); Bambang Kurniawan(5); Haris Tri Saputra(6); Yulisman Yulisman(7); Abdi Muhaimin(8); Reno Renaldi(9); Rahmaddeni Rahmaddeni(10)

(1) Universitas Hang Tuah Pekanbaru
(2) Universitas Hang Tuah Pekanbaru
(3) Universitas Hang Tuah Pekanbaru
(4) Universitas Hang Tuah Pekanbaru
(5) Universitas Hang Tuah Pekanbaru
(6) Universitas Hang Tuah Pekanbaru
(7) Universitas Hang Tuah Pekanbaru
(8) Universitas Hang Tuah Pekanbaru
(9) Universitas Hang Tuah Pekanbaru
(10) STMIK Amik Riau
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1191.237-244 graph Abstract view: 68 times
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237-244
Factor analysis satisfaction levels of users toward the JKN mobile application in the COVID-19 Era using the PIECES framework

author Randa Gustiawan(1*); Ulung Pribadi(2)

(1) Department of Government Affairs and Administration, Jusuf Kalla School Government, University of Muhammadiyah Yogyakarta, Yogyakarta, Indonesia
(2) University of Muhammadiyah Yogyakarta
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1280.245-254 graph Abstract view: 60 times
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245-254
Comparative analysis of Fuzzy Tsukamoto's membership functions for determining irrigated rice field feasibility status

author Ummi Syafiqoh(1*); Anton Yudhana(2); Sunardi Sunardi(3)

(1) STMIK PPKIA Tarakanita Rahmawati
(2) Universitas Ahmad Dahlan
(3) Universitas Ahmad Dahlan
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1156.255-263 graph Abstract view: 25 times
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255-263
Generating game immersion features for immersive game selection

author Najirah Umar(1*); Yuyun Yuyun(2); Hamdan Gani(3)

(1) STMIK Handayani Makassar
(2) STMIK Handayani Makassar
(3) STMIK Handayani Makassar
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1224.264-274 graph Abstract view: 33 times
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264-274
Hierarchical clustering for crime rate mapping in Indonesia

author Rendra Gustriansyah(1*); Juhaini Alie(2); Nazori Suhandi(3)

(1) Universitas Indo Global Mandiri
(2) Universitas Indo Global Mandiri
(3) Universitas Indo Global Mandiri
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1135.275-283 graph Abstract view: 306 times
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275-283
Implementation of Data Mining Using K-Means Algorithm for Bicycle Sales Prediction

author Ivan Anggriawan(1*); Wawan Gunawan(2)

(1) Universitas Mercu Buana
(2) Universitas Mercu Buana
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1291.284-293 graph Abstract view: 77 times
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284-293
Information technology governance in University of Muhammadiyah Palembang using framework COBIT 5 domain; Evaluate, Direct and Monitor (EDM)

author Zulhipni Reno Saputra Elsi(1*); Karnadi Karnadi(2); Jimmie Jimmie(3); Fajrie Agus Dwino Putra(4); Hartini Hartini(5); Sri Primaini Agustanti(6)

(1) Universitas Muhammadiyah Palembang
(2) Universitas Muhammadiyah Palembang
(3) Universitas Muhammadiyah Palembang
(4) PT PLN (Persero) UPDL Palembang
(5) Amik Sigma
(6) Amik Sigma
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1136.294-302 graph Abstract view: 53 times
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294-302
Multiplayer mechanism design for soil tillage serious game

author Anang Kukuh Adisusilo(1*); Emmy Wahyuningtyas(2); Nia Saurina(3); Radi Radi(4)

(1) University of Wijaya Kusuma Surabaya
(2) University of Wijaya Kusuma Surabaya
(3) University of Wijaya Kusuma Surabaya
(4) Universitas Gadjah Mada
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1432.303-313 graph Abstract view: 25 times
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303-313
The development of Web-based information system using quick UDP internet connection

author Poetri Lestari Lokapitasari Belluano(1*); Benny Leonard Enrico Panggabean(2); Purnawansyah Purnawansyah(3); Kasmira Kasmira(4)

(1) Universitas Muslim Indonesia
(2) Universitas Muslim Indonesia
(3) Universitas Muslim Indonesia
(4) Universitas Muslim Indonesia
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1134.314-322 graph Abstract view: 27 times
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314-322
Predicting the success of the government’s program of lomaya (Regional PKH) in reducing poverty

author Ruhmi Sulaehani(1); Marniyati Husain Botutihe(2*)

(1) 
(2) Universitas Pohuwato
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1149.323-328 graph Abstract view: 12 times
323-328
Semantic segmentation of pendet dance images using multires U-Net architecture

author Hendri Ramdan(1*); Moh. Arief Soeleman(2); Purwanto Purwanto(3); Bahtiar Imran(4); Ricardus Anggi Pramunendar(5)

(1) Dian Nuswantoro University
(2) Dian Nuswantoro University
(3) Dian Nuswantoro University
(4) Mataram Technology of University
(5) Dian Nuswantoro University
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1316.329-338 graph Abstract view: 43 times
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329-338
Sentiment analysis of customer satisfaction levels on smartphone products using Ensemble Learning

author Muhammad Ma’ruf(1); Adam Prayogo Kuncoro(2); Pungkas Subarkah(3*); Faridatun Nida(4)

(1) Universitas Amikom Purwokerto
(2) Universitas Amikom Purwokerto
(3) Universitas Amikom Purwokerto
(4) Universitas Amikom Purwokerto
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1377.339-347 graph Abstract view: 80 times
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339-347
Sentiment analysis of Indonesian reviews using fine-tuning IndoBERT and R-CNN

author Herlina Jayadianti(1*); Wilis Kaswidjanti(2); Agung Tri Utomo(3); Shoffan Saifullah(4); Felix Andika Dwiyanto(5); Rafal Drezewski(6)

(1) Universitas Pembangunan Nasional Veteran Yogyakarta
(2) Universitas Pembangunan Nasional Veteran Yogyakarta
(3) Universitas Pembangunan Nasional Veteran Yogyakarta
(4) Universitas Pembangunan Nasional Veteran Yogyakarta, AGH University of Science and Technology
(5) AGH University of Science and Technology, Universitas Negeri Malang
(6) AGH University of Science and Technology
(*) Corresponding Author

doi 10.33096/ilkom.v14i3.1505.348-354 graph Abstract view: 153 times
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