Penggunaan Machine Learning dalam Startup dengan Pemanfaatan Smart Pls

Hospitalia Zalukhu; Kristinus Wibowo Dwi Prastiyanto; Adinur subarkah; Indra Ramadhan; Nabilla Rizky Ramadhan

doi:10.33050/mentari.v2i2.424

Issue

Vol. 2 No. 2 (2024): Maret

Issue Published : October 12, 2023

Penggunaan Machine Learning dalam Startup dengan Pemanfaatan Smart Pls

https://doi.org/10.33050/mentari.v2i2.424

Hospitalia Zalukhu

Universitas Raharja

Kristinus Wibowo Dwi Prastiyanto

Universitas Raharja

Adinur subarkah

Universitas Raharja

Indra Ramadhan

Universitas Raharja

Nabilla Rizky Ramadhan

Universitas Raharja

Corresponding Author(s) : Hospitalia Zalukhu

hospitalia.zalukhu@raharja.info

Jurnal MENTARI: Manajemen, Pendidikan dan Teknologi Informasi, Vol. 2 No. 2 (2024): Maret
Article Published : November 8, 2023

Abstract

Dalam beberapa dekade terakhir, dunia kewirausahaan telah mengalami perkembangan pesat, dengan perhatian khusus pada proses pemadanan startup. Proses ini menghubungkan perusahaan muda dengan mitra, investor, dan sumber daya yang sesuai untuk mendukung pertumbuhan mereka, menciptakan ekosistem kewirausahaan yang berkelanjutan. Namun, perkembangan teknologi dan kemajuan dalam pembelajaran mesin mempengaruhi cara pemadanan startup dilakukan. Pembelajaran mesin memungkinkan komputer untuk memahami data dan membuat prediksi berdasarkan pola yang rumit. Dalam pemadanan startup, pembelajaran mesin dapat mengoptimalkan pemilihan mitra dengan lebih cerdas dan efisien. Namun, adopsi teknologi baru seperti ini seringkali dihambat oleh ketidakpastian, resistensi terhadap perubahan, dan persepsi bahwa teknologi tersebut sulit digunakan. Penelitian ini mengeksplorasi pergeseran paradigma dalam pemadanan startup melalui integrasi pembelajaran mesin. Fokusnya adalah menganalisis faktor-faktor yang memengaruhi penerimaan teknologi pembelajaran mesin dalam konteks ini. Dengan menggunakan Model Penerimaan Teknologi (TAM) dan Teori Kesatuan Penerimaan dan Penggunaan Teknologi 2 (UTAUT2), penelitian ini bertujuan memberikan wawasan tentang bagaimana teknologi pembelajaran mesin dapat diterima dan diintegrasikan dalam ekosistem kewirausahaan yang dinamis.

Keywords

Startup TAM UTAUT2

Zalukhu, H., Kristinus Wibowo Dwi Prastiyanto, Adinur subarkah, Indra Ramadhan, & Nabilla Rizky Ramadhan. (2023). Penggunaan Machine Learning dalam Startup dengan Pemanfaatan Smart Pls. Jurnal MENTARI: Manajemen, Pendidikan Dan Teknologi Informasi, 2(2), 111–122. https://doi.org/10.33050/mentari.v2i2.424

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References

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U. Rahardja, Q. Aini, Y. I. Graha, and M. R. Tangkaw, “Gamification framework design of management education and development in industrial revolution 4.0,” in Journal of Physics: Conference Series, IOP Publishing, 2019, p. 012035.
U. Rahardja, T. Hariguna, and Q. Aini, “Understanding the Impact of Determinants in Game Learning Acceptance: An Empirical Study.,” International Journal of Education and Practice, vol. 7, no. 3, pp. 136–145, 2019.
N. Lutfiani, U. Rahardja, and I. S. P. Manik, “Peran inkubator bisnis dalam membangun startup pada perguruan tinggi,” Jurnal Penelitian Ekonomi dan Bisnis, vol. 5, no. 1, pp. 77–89, 2020.
R. A. Febriyanti, T. Nurtino, M. L. Huzaifah, and D. A. R. Kusumawardhani, “Information Technology Development’s Impact On Library Services,” International Transactions on Education Technology, vol. 2, no. 1, pp. 23–29, 2023.
S. Nicholson, A. M. Hastings, and R. K. McKinley, “Influences on students’ career decisions concerning general practice: a focus group study,” British Journal of General Practice, vol. 66, no. 651, pp. e768–e775, 2016.
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S. Kosasi, C. Lukita, M. H. R. Chakim, A. Faturahman, and D. A. R. Kusumawardhani, “The Influence of Digital Artificial Intelligence Technology on Quality of Life with a Global Perspective,” Aptisi Transactions on Technopreneurship (ATT), vol. 5, no. 3, pp. 24–34, 2023.
Q. A. Qurotul Aini, M. B. Mukti Budiarto, P. O. H. POH Putra, and U. R. Untung Rahardja, “Exploring e-learning challenges during the global COVID-19 pandemic: A review,” Jurnal Sistem Informasi (Journal of Information System), vol. 16, no. 2, pp. 47–65, 2020.
D. Apriani, R. Supriati, A. S. Rafika, and D. A. R. Kusumawardhani, “Rinfo Transformation Pendaftaran Pelayanan Pada Laboratorium Kesehatan,” Prosiding CORISINDO 2023, 2023.
C. S. Bangun, S. Purnama, and A. S. Panjaitan, “Analysis of New Business Opportunities from Online Informal Education Mediamorphosis Through Digital Platforms,” International Transactions on Education Technology, vol. 1, no. 1, pp. 42–52, 2022.
N. Lutfiani and L. Meria, “Utilization of big data in educational technology research,” International Transactions on Education Technology, vol. 1, no. 1, pp. 73–83, 2022.
P. A. Sunarya, “The Impact of Gamification on IDU (ILearning Instruction) in Expanding Understudy Learning Inspiration,” International Transactions on Education Technology, vol. 1, no. 1, pp. 59–67, 2022.
N. Supriagi, T. M. Hidayat, and A. D. A. R. Ahmad, “Pendidikan manufaktur berbasis gamifikasi untuk meningkatkan inovasi di era industri 4.0,” ADI Pengabdian Kepada Masyarakat, vol. 1, no. 1, pp. 14–21, 2020.
U. Rahardja, Q. Aini, D. Manongga, I. Sembiring, and Y. P. A. Sanjaya, “Enhancing Machine Learning with Low-Cost P M2. 5 Air Quality Sensor Calibration using Image Processing,” APTISI Transactions on Management, vol. 7, no. 3, pp. 201–209, 2023.
R. Rarmizi, I. Y. Nasaruddin, and N. Hidayah, “Analysis of the influence of corporate governance on the financial performance of Islamic banks in Indonesia 2016-2021,” APTISI Transactions on Management (ATM), vol. 7, no. 2, pp. 179–190, 2023.
H. Haryansyah, H. Hadriansa, and R. Ardiansyah, “Scheduling Uses the Blynk 2.0 Automations Feature for Effective Ornamental Fish Feeding,” APTISI Transactions on Management (ATM), vol. 7, no. 2, pp. 170–178, 2023.

References

N. Ramadhona, A. A. Putri, and D. S. S. Wuisan, “Students’ Opinions of the Use of Quipper School as an Online Learning Platform for Teaching English,” International Transactions on Education Technology, vol. 1, no. 1, pp. 35–41, 2022.

D. Manongga, U. Rahardja, I. Sembiring, N. Lutfiani, and A. B. Yadila, “Pengabdian Masyarakat dalam Pemberdayaan UMKM dengan Melakukan Implementasi Website Menggunakan Plugin Elementor Sebagai Media Promosi,” ADI Pengabdian Kepada Masyarakat, vol. 3, no. 1, pp. 44–53, 2022.

T. Hariguna and R. Waluyo, “Sosialisasi Etika Penggunaan Media Sosial untuk Mencegah Bullying pada Siswa MTs Ushriyyah Purbalingga,” ADI Pengabdian Kepada Masyarakat, vol. 3, no. 2, pp. 107–113, 2023.

C. S. Bangun and S. Purnama, “Optimalisasi Pemanfaatan Digital Marketing untuk UMKM (Usaha Mikro, Kecil dan Menengah),” ADI Pengabdian Kepada Masyarakat, vol. 3, no. 2, pp. 89–98, 2023.

D. Manongga, U. Rahardja, I. Sembiring, N. Lutfiani, and A. B. Yadila, “Dampak Kecerdasan Buatan Bagi Pendidikan,” ADI Bisnis Digital Interdisiplin Jurnal, vol. 3, no. 2, pp. 41–55, 2022.

R. Supriati, E. R. Dewi, D. Supriyanti, and N. Azizah, “Implementation Framework for Merdeka Belajar Kampus Merdeka (MBKM) in Higher Education Academic Activities,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 3, no. 2, pp. 150–161, 2022.

U. Rahardja, E. R. Dewi, R. Supriati, N. P. L. Santoso, and A. Khoirunisa, “Pengabdian pengembangan kurikulum merdeka belajar kampus merdeka (mbkm) studi teknik informatika s1 universitas raharja,” ADI Pengabdian Kepada Masyarakat, vol. 3, no. 1, pp. 16–24, 2022.

D. Mohammed, A. G. Prawiyog, and E. R. Dewi, “Environmental Management/Marketing Research: Bibliographic Analysis,” Startupreneur Business Digital (SABDA Journal), vol. 1, no. 2, pp. 191–197, 2022.

A. A. A. R. Pudyanti, A. A. N. A. Redioka, and V. T. Devana, “Analyses based on theory of capital based approach on indonesian graduate employability,” ADI Journal on Recent Innovation, vol. 4, no. 1, pp. 25–33, 2022.

E. Retnaningtyas, B. M. Suhita, and N. Febriani, “Upaya Peningkatan Pengetahuan Ibu Hamil Melalui Edukasi Mengenai Teknik Perawatan Payudara dan Manfaat Asi,” ADI Pengabdian Kepada Masyarakat, vol. 3, no. 1, pp. 38–43, 2022.

H. Suwono, H. E. Pratiwi, H. Susanto, and H. Susilo, “Enhancement of students’ biological literacy and critical thinking of biology through socio-biological case-based learning,” Jurnal Pendidikan IPA Indonesia, vol. 6, no. 2, pp. 213–220, 2017.

E. Guustaaf, U. Rahardja, Q. Aini, H. W. Maharani, and N. A. Santoso, “Blockchain-based education project,” Aptisi Transactions on Management (ATM), vol. 5, no. 1, pp. 46–61, 2021.

U. Rahardja, A. N. Hidayanto, T. Hariguna, and Q. Aini, “Design framework on tertiary education system in Indonesia using blockchain technology,” in 2019 7th International Conference on Cyber and IT Service Management (CITSM), IEEE, 2019, pp. 1–4.

U. Rahardja, Q. Aini, Y. I. Graha, and M. R. Tangkaw, “Gamification framework design of management education and development in industrial revolution 4.0,” in Journal of Physics: Conference Series, IOP Publishing, 2019, p. 012035.

U. Rahardja, T. Hariguna, and Q. Aini, “Understanding the Impact of Determinants in Game Learning Acceptance: An Empirical Study.,” International Journal of Education and Practice, vol. 7, no. 3, pp. 136–145, 2019.

N. Lutfiani, U. Rahardja, and I. S. P. Manik, “Peran inkubator bisnis dalam membangun startup pada perguruan tinggi,” Jurnal Penelitian Ekonomi dan Bisnis, vol. 5, no. 1, pp. 77–89, 2020.

R. A. Febriyanti, T. Nurtino, M. L. Huzaifah, and D. A. R. Kusumawardhani, “Information Technology Development’s Impact On Library Services,” International Transactions on Education Technology, vol. 2, no. 1, pp. 23–29, 2023.

S. Nicholson, A. M. Hastings, and R. K. McKinley, “Influences on students’ career decisions concerning general practice: a focus group study,” British Journal of General Practice, vol. 66, no. 651, pp. e768–e775, 2016.

D. T. Conley, “Redefining college readiness.,” Educational Policy Improvement Center (NJ1), 2007.

S. Kosasi, C. Lukita, M. H. R. Chakim, A. Faturahman, and D. A. R. Kusumawardhani, “The Influence of Digital Artificial Intelligence Technology on Quality of Life with a Global Perspective,” Aptisi Transactions on Technopreneurship (ATT), vol. 5, no. 3, pp. 24–34, 2023.

Q. A. Qurotul Aini, M. B. Mukti Budiarto, P. O. H. POH Putra, and U. R. Untung Rahardja, “Exploring e-learning challenges during the global COVID-19 pandemic: A review,” Jurnal Sistem Informasi (Journal of Information System), vol. 16, no. 2, pp. 47–65, 2020.

D. Apriani, R. Supriati, A. S. Rafika, and D. A. R. Kusumawardhani, “Rinfo Transformation Pendaftaran Pelayanan Pada Laboratorium Kesehatan,” Prosiding CORISINDO 2023, 2023.

C. S. Bangun, S. Purnama, and A. S. Panjaitan, “Analysis of New Business Opportunities from Online Informal Education Mediamorphosis Through Digital Platforms,” International Transactions on Education Technology, vol. 1, no. 1, pp. 42–52, 2022.

N. Lutfiani and L. Meria, “Utilization of big data in educational technology research,” International Transactions on Education Technology, vol. 1, no. 1, pp. 73–83, 2022.

P. A. Sunarya, “The Impact of Gamification on IDU (ILearning Instruction) in Expanding Understudy Learning Inspiration,” International Transactions on Education Technology, vol. 1, no. 1, pp. 59–67, 2022.

N. Supriagi, T. M. Hidayat, and A. D. A. R. Ahmad, “Pendidikan manufaktur berbasis gamifikasi untuk meningkatkan inovasi di era industri 4.0,” ADI Pengabdian Kepada Masyarakat, vol. 1, no. 1, pp. 14–21, 2020.

U. Rahardja, Q. Aini, D. Manongga, I. Sembiring, and Y. P. A. Sanjaya, “Enhancing Machine Learning with Low-Cost P M2. 5 Air Quality Sensor Calibration using Image Processing,” APTISI Transactions on Management, vol. 7, no. 3, pp. 201–209, 2023.

R. Rarmizi, I. Y. Nasaruddin, and N. Hidayah, “Analysis of the influence of corporate governance on the financial performance of Islamic banks in Indonesia 2016-2021,” APTISI Transactions on Management (ATM), vol. 7, no. 2, pp. 179–190, 2023.

H. Haryansyah, H. Hadriansa, and R. Ardiansyah, “Scheduling Uses the Blynk 2.0 Automations Feature for Effective Ornamental Fish Feeding,” APTISI Transactions on Management (ATM), vol. 7, no. 2, pp. 170–178, 2023.

Issue

Vol. 2 No. 2 (2024): Maret

Penggunaan Machine Learning dalam Startup dengan Pemanfaatan Smart Pls

Corresponding Author(s) : Hospitalia Zalukhu

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