Collaborative Filtering Based Recommender Systems For Marketplace Applications

Authors

  • Witriana Endah Pangesti Faculty of Information Technology, Nusa Mandiri University, Jakarta, Indonesia
  • Rachmat Suryadithia Faculty of Engineering & Informatics, Bina Sarana Informatika University, Jakarta, Indonesia
  • Priyono Faculty of Engineering & Informatics, Bina Sarana Informatika University, Jakarta, Indonesia
  • Muhammad Faisal Faculty of Engineering & Informatics, Bina Sarana Informatika University, Jakarta, Indonesia
  • Bilal Abdul Wahid Faculty of Engineering & Informatics, Bina Sarana Informatika University, Jakarta, Indonesia
  • Arman Syah Putra Faculty of Computer, STMIK Insan Pembangunan, Banten, Indonesia

DOI:

https://doi.org/10.51601/ijersc.v2i5.184

Abstract

The background of this research is to give the best advice to users
who still don't know about other marketplaces that they can still
use, to find the items they are looking for and at a cheaper price or
with promos they can get. The method used in this research is to
use a trial based on data obtained from users who use the media
marketplace to purchase an item, with this, the real data can be
known so that the best advice for an unknown marketplace can be
given. In how many countries, a recommender system has been
implemented in a marketplace that will provide advice using
advertising media on social media, by using social media, users
can find out about the marketplace, and are given continuous
advice to install the application so that they can make transactions
with purchase of a product in the marketplace. The purpose of this
research is to give the best advice so that all people, especially
marketplace users, can find out which other marketplaces are in
order to know and be able to shop at other marketplaces, by doing
price comparisons and being able to get promo prices and knowing
based on habits, and ratings from the marketplace.

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References

V. Valentino, H. S. Setiawan, . A. Saputra, Y. Haryanto and A. S. Putra, "Decision Support System for Thesis Session Pass Recommendation Using AHP (Analytic Hierarchy Process) Method," Journal International Journal of Educational Research & Social Sciences, pp. 215-221, 2021.

. V. H. Valentino, H. S. Setiawan, M. T. Habibie, R. Ningsih, D. Katarina and A. S. Putra, "Online And Offline Learning ComparisonIn The New Normal Era," International Journal of Educational Research & Social Sciences (IJERSC), vol. 2, no. 2, p. 449–455, 2021.

B. V. HANRAHAN, C. MAITLAND, T. BROWN, A. CHEN, F. KAGAME and B. BIRIR, "Agency and Extraction in Emerging Industrial DroneApplications: Imaginaries of Rwandan Farm Workers andCommunity Members," Proc. ACM Hum.-Comput. Interact.,, vol. 4, no. 3, p. 233, December 2020..

. R. Suryadithia, M. Faisal, A. S. Putra and N. Aisyah, "Technological Developments in the Intelligent Transportation System (ITS)," International Journal of Science, Technology & Management, vol. 2, no. 3, pp. 837-843, 2021.

W. C. Sundara, R. A. Haryati, S. A. Rachmat, . A. S. Putra and N. Aisyah, "EFFECT OF HUMAN RESOURCES AND BUDGET IN PROJECT RISK MANAGEMENT FOR ENTERPRISE RESOURCE PLANNING SYSTEMS," Journal of Innovation Research and Knowledge, vol. 1, no. 3, pp. 125-130, 2021.

W. Sundara, R. A. Haryati, S. A. Rachmat, A. S. Putra and N. Aisyah, "EFFECT OF HUMAN RESOURCES AND BUDGET IN PROJECT RISK MANAGEMENT FOR ENTERPRISE RESOURCE PLANNING SYSTEMS," Journal of Innovation Research and Knowledge, vol. 1, no. 2, pp. 125-130, 2021.

I. Ramadhan, A. Kurniawan and A. S. Putra, "Penentuan Pola Penindakan Pelanggaran Lalu Lintas di DKI Jakarta Menggunakan Metode Analytic Network Process (ANP)," IKRA-ITH INFORMATIKA: Jurnal Komputer dan Informatika, vol. 5, no. 1, pp. 51-57, 2020.

S. Rachmawati, U. Djaniar, A. S. Putra and N. Aisyah, "THE EFFECT OF THE COVID 19 VIRUS AND ONLINE LEARNING ON ENGLISH SUBJECTS IN SENIOR HIGH SCHOOL," Journal of Innovation Research and Knowledge, vol. 1, no. 3, pp. 435-440, 2021.

S. Rachmawati, A. S. Putra, A. Priyatama, D. Parulian, D. Katarina, M. T. Habibie, M. Siahaan, E. P. Ningrum, A. Medikano and V. Valentino, "Application of Drone Technology for Mapping and Monitoring of Corn Agricultural Land," IEEE, vol. 1, no. 1, pp. 1-5, 2021 .

A. S. Putra, D. C. Dewi , H. Kariyanto , M. and R. , "The Effect of Ease of Application and Ease of Payment in Online Sales to Increase Sales," International Journal of Science, Technology & Management, pp. 1841-1847, 2021.

A. S. Putra and N. Aisyah, "SISTEM PEMBELAJARAN ONLINE MENGGUNAKAN VIRTUAL REALITY," Prosiding Seminar Nasional Pendidikan, pp. 295-303, 2021.

A. S. Putra and N. K. Dewi, "Perkembangan Gamification dan Dampak Game Online terhadap Jiwa Manusia di Kota Pintar DKI Jakarta," Jurnal Informatika Universitas Pamulang, vol. 5, no. 3, pp. 315-320, 2020.

A. S. Putra, "PERBANDINGAN EFEKTIVITAS SISTEM PEMBELAJARAN ONLINE DAN OFFLINE DI ERA NEW NORMAL," Prosiding Seminar Nasional Pendidikan, pp. 304-311, 2021.

A. S. Putra, H. Waruwu, M. Asbari, D. Novitasari and A. Purwanto, "Leadership in the Innovation Era: Transactional or Transformational Style?," INTERNATIONAL JOURNAL OF SOCIAL AND MANAGEMENT STUDIES (IJOSMAS), vol. 1, no. 1, pp. 8-17, 2021.

A. S. Putra, D. P. M. Akhirianto and N. Aisyah, "Designing A Virtual Jakarta Tourism Application On Android Os And Virtual Reality Tools," International Journal of Science, Technology & Management, pp. 1460-1467, 2021.

A. S. Putra, "Analisa Dan Perancangan Sistem Tata Kelola Parkir Cerdas Di Kota Pintar Jakarta," IKRA-ITH INFORMATIKA: Jurnal Komputer dan Informatika, vol. 4, no. 3, pp. 13-21, 2020.

A. S. Putra and . R. R. Fatrilia, "Paradigma Belajar Mengaji Secara Online Pada Masa Pandemic Coronavirus Disease 2019 (Covid-19)," MATAAZIR: Jurnal Administrasi dan Manajemen Pendidikan, pp. 49-61, 2020.

A. S. Putra and L. H. S. W. Harco , "Intelligent Traffic Monitoring System (ITMS) for Smart City Based on IoT Monitoring," Indonesian Association for Pattern Recognition International Conference (INAPR) IEEE, pp. 161-165, 2018.

A. S. Putra, H. Ludiya, N. Aisyah and B. S. Prasetyo, "INFLUENCE OF PRICES OF GOODS ANDA PROMOTIONAL MEDIA FOR E-COMMERCE SALES PLANNING SYSTEMS," Journal of Innovation Research and Knowledge, vol. 1, no. 3, pp. 249-254, 2021.

A. S. Putra, L. H. S. W. Harco , S. A. Bahtiar , T. Agung , . S. Wayan and H. K. Chu-, "Gamification in the e-Learning Process for children with Attention Deficit Hyperactivity Disorder (ADHD)," Indonesian Association for Pattern Recognition International Conference (INAPR) IEEE, pp. 182-185, 2018.

A. S. Putra, L. H. S. W. Harco , L. G. Ford , . S. Benfano and A. Edi , "A Proposed surveillance model in an Intelligent Transportation System (ITS)," Indonesian Association for Pattern Recognition International Conference (INAPR) IEEE, pp. 156-160, 2018.

T. Kuncara, A. S. Putra, N. Aisyah and V. Valentino, "Effectiveness of the E-Ticket System Using QR Codes For Smart Transportation Systems," International Journal of Science, Technology & Management, vol. 2, no. 3, pp. 900-907, 2021.

D. P. Irianto, A. S. Putra, N. Aisyah, V. Valentino and M. Siahaan, "THE EFFECT OF THE COVID 19 VIRUS AND ONLINE LEARNING ON ENGLISH SUBJECTS IN JUNIOR HIGH SCHOOL," Journal of Innovation Research and Knowledge, vol. 1, no. 2, pp. 131-136, 2021.

M. S. Hartawan, A. S. Putra and A. Muktiono, "Smart City Concept for Integrated Citizen Information Smart Card or ICISC in DKI Jakarta," International Journal of Science, Technology & Management, pp. 364-370, 2020.

B. Givan, . R. Wirawan, D. Andriawan, N. Aisyah, A. and A. S. Putra, "Effect of Ease And Trustworthiness To Use E-Commerce for Purchasing Goods Online," International Journal of Educational Research & Social Sciences (IJERSC), vol. 2, no. 2, p. 277–282, 2021.

N. K. Dewi and A. S. Putra, "SISTEM PENUNJANG KEPUTUSAN PENERIMAAN KARYAWAN BARU DENGAN ALGORITMA GREEDY," Jurnal Visualika, vol. 6, no. 2, pp. 154-160, 2020.

N. K. Dewi and A. S. Putra, "Perkembangan Gamification dan Dampak Game Online terhadap Jiwa Manusia di Kota Pintar DKI Jakarta," Jurnal Informatika Universitas Pamulang, vol. 5, no. 3, pp. 315-320, 2020.

N. K. Dewi, I. Mulyana, A. S. Putra and F. R. Radita, "Konsep Robot Penjaga Toko Di Kombinasikan Dengan Pengendalian Virtual Reality (VR) Jarak Jauh," IKRA-ITH INFORMATIKA: Jurnal Komputer dan Informatika, vol. 5, no. 1, pp. 33-38, 2020.

N. K. Dewi and A. S. Putra, "TEKINFO Vol. 22, No. 1, April 2021| 66Pengembangan Sistem Jaringan Menggunakan Local Area Network Untuk Meningkatkan Pelayanan( Studi Kasus di PT. ARS Solusi Utama )," TEKINFO, vol. 22, no. 1, pp. 66-80, 2021.

N. K. Dewi and A. S. Putra, "Prosiding International Conference of Universitas Pekalongan," Prosiding International Conference on Education of Suryakancana 2021 (ICONNECTS 2021), pp. 321-326, 2021.

N. K. Dewi and A. S. Putra, "LAW ENFORCEMENT IN SMART TRANSPORTATION SYSTEMS ON HIGHWAY," Proceedings International Conference onEducation of Suryakancana 2021, pp. 321-326, 2021.

N. K. Dewi, . B. H. Irawan, E. Fitry and A. S. Putra, "Konsep Aplikasi E-Dakwah Untuk Generasi Milenial Jakarta," IKRA-ITH INFORMATIKA: Jurnal Komputer dan Informatika, vol. 5, no. 2, pp. 26-33, 2020.

N. K. Dewi and A. S. Putra, "Decision Support System for Head of Warehouse Selection Recommendation Using Analytic Hierarchy Process (AHP) Method," Prosiding International Conference of Universitas Pekalongan, pp. 1-12, 2021.

A. Damuri, N. Isnain, R. A. Priyatama, Y. I. Chandra and A. S. Putra, "E-Learning Proposal System in Public Secondary School Learning," International Journal of Educational Research & Social Sciences (IJERSC), vol. 2, p. 270–275, 2021.

C. Bhuvaneshwari, G. Saranyadevi, R. Vani and A. Manjunathan, "Development of High Yield Farming using IoT based UAV," IVC RAISE 2020, vol. 1, no. 2, pp. 1-5, 2020.

M. Ayamga, B. Tekinerdogan and A. Kassahun, "Exploring the Challenges Posed by Regulations for the Use ofDrones in Agriculture in the African Context," Land 2021, vol. 164, no. 10, pp. 1-13, 2021.

D. N. M. A. A. P. J. I. D. H. S. Y. C. Arman Syah Putra, "“Examine Relationship of Soft Skills, Hard Skills, Innovation and Performance: the Mediation Effect of Organizational Le," IJSMS, pp. 27-43, 2020.

A. R. Aditya Nalendra, S. H. Winarno, A. Priadi, E. Hermawan, M. W. Purnomo and A. S. Putra, "The Effect of Goods Prices And Buyer Trust on The E-Commerce Sales System For Purchasing Goods Online," International Journal of Science, Technology & Management, vol. 2, no. 3, pp. 561-567, 2021.

A. S. Putra, D. H. Oktaviani, W. Sari and L. Apriani, "The Influence of the Covid 19 Virus and Online Learning on the Education System for Islamic Subjects," International Journal of Educational Research & Social Sciences, vol. 2, no. 3, pp. 476-481, 2021.

D. Prasetyo, . R. R. Prayogi, I. Rahmawati and A. S. Putra, "The Effect of the Covid 19 Virus and Online Learning on English Subjects in Elementary Schools," International Journal of Educational Research & Social Sciences, vol. 2, no. 3, pp. 488-493, 2021.

N. M V, S. M P and H. S A, "AUTONOMOUS QUAD COPTER FOR AGRICULTURAL LAND SURVEILLANCE," International Journal of Advanced Research in Engineering and Technology , vol. 12, no. 1, pp. 892-901, 2021.

D. . P. Irianto, A. . S. Putra, N. Aisyah, V. Valentino and M. Siahaan, "THE EFFECT OF THE COVID 19 VIRUS AND ONLINE LEARNING ON ENGLISH SUBJECTS IN JUNIOR HIGH SCHOOL," Journal of Innovation Research and Knowledge, vol. 1, no. 2, pp. 131-136, 2021.

S. P. A. S. Iswiyanti, D. Parulian, A. S. Putra and N. Aisyah, "New Technology in Automated Vehicles to Improve Passenger Safety," International Journal of Educational Research & Social Sciences, vol. 2, no. 3, pp. 536-541, 2021.

S. A. S. Putra and Y. Novembrianto, "TEKINFO Vol. 22, No. 1, April 2021| 100Sistem Manajemen Pelayanan Pelanggan Menggunakan PHP Dan MySQL( Studi Kasus pada Toko Surya )," TEKINFO, vol. 22, no. 1, pp. 100-116, 2021.

A. . F. Lamaya, R. Vikaliana, A. S. Putra and N. Aisyah, "The Influence of Price, Quality and Model on Clothing Sales Levels with E-Commerce Media," International Journal of Educational Research & Social Sciences, vol. 2, no. 3, pp. 464-470, 2021.

A. F. Lamaya, R. Vikaliana, A. S. Putra and N. Aisyah, "The Influence of Price, Quality and Model on Clothing Sales Levels with," International Journal of Educational Research & Social Sciences, vol. 2, no. 3, pp. 464-470, 2021.

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Published

2021-11-05

How to Cite

Witriana Endah Pangesti, Rachmat Suryadithia, Priyono, Muhammad Faisal, Bilal Abdul Wahid, & Arman Syah Putra. (2021). Collaborative Filtering Based Recommender Systems For Marketplace Applications. International Journal of Educational Research &Amp; Social Sciences, 2(5), 1201–1209. https://doi.org/10.51601/ijersc.v2i5.184