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Journal : knowledge engineering and data science

AHP–Python Framework for Multicriteria Modeling of Rice Production in ASEAN Putri, Mayang Anglingsari; Pradini, Risqy Siwi; Jayanegara, Anuraga; Putra, Alexander Dimas Yonanta
Knowledge Engineering and Data Science
Publisher : citeus

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Abstract

Rice production is a key indicator of food security and agricultural stability in Southeast Asia, especially among Association of Southeast Asian Nations (ASEAN) countries. Despite shared regional goals, disparities in rice production remain, and previous studies mainly rely on descriptive statistics, lacking structured multicriteria decision-making frameworks and computational tools for cross-country comparisons. This study addresses these gaps by proposing an integrated Analytic Hierarchy Process (AHP)–Python framework to evaluate and rank ASEAN rice production from 2013 to 2022. Three criteria are used: Total Production Volume (K1), Production Growth Trend (K2), and Recent Year Performance (K3), capturing both long-term consistency and short-term dynamics. Official data from the ASEAN Food Security Information System (AFSIS) is analysed using a macro-level comparative approach. AHP is implemented in Python to efficiently perform matrix normalisation, pairwise comparisons, eigenvalue calculations, and final score synthesis, thereby improving accuracy, scalability, and reproducibility while reducing human error. Results show that Indonesia (0.678) and Vietnam (0.654) consistently rank among the highest-performing countries, highlighting their strategic role in the regional stability of rice production. This study contributes a novel integration of AHP and Python for regional agricultural performance modelling, providing methodological advancements and practical insights. The findings support evidence-based policymaking, cross-country collaboration, and resource planning, promoting food security and agricultural resilience across ASEAN.
Co-Authors A S Tjakradidjaja A Sofyan A. A. Affan A. A. Samsudin A. A. Samsudin A. Anggraeny A. Atabany, A. A. E. Suryani A. Fitri A. GUNAWAN A. Ikhwanti A. Irawan A. Salleh A. Sofyan A. Sofyan A. Sofyan A. Sofyan A. Sudarman A. T. Wahyudi A.K. Takyi A.O. Salih Achmadi, S. S. Adisti Permatasari Putri Hartoyo Aditya Wahyu Nugraha Aditya, S. Adli, D. N. Adriana, Savira Astri Afandi, Frendy Ahmad AHMAD SOFYAN Ahmad Sofyan Ahmad Sofyan Ahmad Sofyan AINISSYA FITRI Ainissya Fitri AKHMAD SABARUDIN Allaily Tarman Almira Firna Fitrianti Ludfi Alya Nur Zahra Amalia Afifah Amin, M. F. Amirul, F. M. A. Anjas Asmara Samsudin Annisa Imran Ardani, V. Arief Arief Arief Sabdo Yuwono Arief, I. I. ARIO BETHA JUANSSILFERO Asep Sudarman Asri Nurul Huda Awistaros Angger Sakti Ayinda, R. S. K. Ayu Septi Anggraeni Aziz Kustiyo Bambang Pramudya Noorachmat, Bambang Pramudya Borneo Pratama Satria Budi Tangendjaja Bunga Anggraeny C. Hidayat C. SUMANTRI Cecep Hidayat Chung, T K D M Sinaga D. A. Astuti D. A. Astuti D. A. Astuti D. Setiawan D.A. Astuti DA Astuti DADIK PANTAYA Daulai, M. S. Dayat Dayat Dede Rosyada Dedek Andrian Dedy Supriadin Desrial DESSY PERMATA DEWI APRI ASTUTI Dias Indrasti Didid Diapari Diky Ramdani Doni Yusri Drajat Martianto Dudi Firmansyah Duta Setiawan Dwi Retno Hapsari, Dwi Retno Dwinarto, Bondan E B Laconi E B Laconi E Palupi E Wina E. B. Laconi E. B. Laconi E. B. Laconi E. B. Laconi, E. B. E. Damayanti E. Wina E. Wina E.B. Laconi E.B. Laconi E.M. Hoffmann Eko Lela Fitriana Elfawati Endang Warsiki Endrawati, Yuni Cahya Eneh Maesaroh Eny Widiya Astuti Epi Taufik Erfiani Erfiani Erica B. Laconi ERIKA BUDIARTILACONI ERIKA B. LACONI Erika B. Laconi Eylen Desy Novita Fahmi, Melta Rini FARAH FAHMA Fauzan, RM Muhammad Nur Febriantoko, Ardiansah Febrina, D. Feri Kusnandar Fhonna, Fenda Alvionita Fitri Ramadhani Gumilang Khairulli GUNAWAN PRIADI Gusri Yanti H. A. Hassim H. A. Hassim, H. A. H. Herdian H. Julendra H. Matsui H. P S Makkar H.P S Makkar H.P.S. Makkar H.P.S. Makkar Hanifah Nuryani Lioe Hanny Hafiar Harahap, R. S. Hari Agung Adrianto Harningsih, Intan Sri Hasan Basri Jumin Hasanah, Q. N. Hazen, K. HENDRA HERDIAN Hendra Herdian Hendra Herdian HENDRAWAN SOETANTO Heri Ahmad Sukria Hermana, Widya Heru Nugraha HIKMAH A. PARASTIWI Hindun Syarifah Husayn Musarraf I G Permana I KOMANG G. WIRYAWAN I Komang Gede Wiryawan I NYOMAN GUNA DARMA I NYOMAN GUNA DARMA I. G. Permana I. Ikhsan Ikhwan Shodiq Syifaudin ILHAM Iman Hernaman Iman Hernaman Indah E Wijayanti, Indah E Irawan Sugoro Irawan, A. IRWAN SUSANTO Ismail Marzuki Ismail Marzuki Isnaini Dafri J. Nomura JIDAN RAMADANI Jordi Aditiya Prameswara Juniati, Indira K Becker K. A. Sarwono K. Becker K. Becker K. G. Wiryawan K. Nur, K. Khasrad . KI AGENG SARWONO Krisnan, Rantan Kusuma, R. I. L. Abdullah L. Abdullah L. Abdullah L. Khotijah Laconi, Erika Budiarti Lendrawati Lendrawati Lendrawati, L. Leo Adhar Effendi Listyarini, K. M. Abdelbagi M. Adhyatma M. Kondo M. M. Sholikin M. Ridla M. Zamri-Saad Mafrika Ria Gita Solaya MALIK MAKMUR Mardiati Zain Martin, Rima Shidqiyya Hidayati Mauluddin, Dadan Mayang Anglingsari Putri, Mayang Anglingsari Mazlan, N. A. Melissa Melissa Milana Abdillah Subarkah Mira Andriani Mohamad Yamin Muhammad Alam Firmansyah Muhammad Arpah Muhammad Firdaus Muhammad Ridla Muis, Nurmaya Rahmawati Mukhtarom, Asrori Mutiara Rizky Raisa N. Laylli Nabilah Zulfah Ramadhani Nahri Idris Nahrowi NAHROWI NAHROWI NAHROWI NAHROWI Nahrowi Nahrowi Nanang Krisnawan Nanang Krisnawan NANIK HIDAYATIK NENG SRI H. LESTARI Neni Sintawardani NISA RACHMANIA MUBARIK Nisrina, Aufa Novandri, B. Novia Amalia Sholeha Novia Qomariyah Novirman Jamarun Nugraha Edhi Suyatma Nur Rochmah Kumalasari Nurdatul Akmam Nurfitriani, R. A. Nurhayatun Mahmudah NURHENI WIJAYANTO Nurrul Suri Aulia Nurul Fauziah Nurul Fitri Sari P. Yuliana Permana, I G Pradini, Risqy Siwi Prameswari, Febrina Pratama, Said Mirza Pristian Yuliana Pudji Muljono Puput Lestari Putra, Alexander Dimas Yonanta Qomariah, N. Qomariyah, Novia Qomariyah, Novia Qurrota A’yuni R A Nurfitriani R Ridwan R. Hana Nurfitrian Adjie R. K. Rusli R. Mulianda R. P. Harahap R. P. Harahap R. Priyanto R. Ridwan R. S. H. Martin R. Solfaine Rahmatillah, Ririn Siti Raihan Raihan, Raihan Rakhmad Perkasa Harahap Rantan Krisnan Rardniyom, Chananpat Retnani, Y Retno Budi Lestari Retno Sri Hartati Mulyandari, Retno Sri Hartati RIMA S. H. MARTIN Rini Purnawati Ririn Siti Rahmatillah Risa Nur Hidayah Risyahadi, S. T. Rita Mutia Rizki Amalia Nurfitriani Rochimawati, Nur Riana Rohmah, Aenyfatchu Rohmatussolihat Rohmatussolihat ROHMATUSSOLIHAT ROHMATUSSOLIHAT RONI RIDWAN RONI RIDWAN Roni Pazla Roni Ridwan Roni Ridwan RONI RIDWAN Roni Ridwan Rudi Priyanto RUSLI FIDRIYANTO RUSLI FIDRIYANTO Rusli Fidriyanto Rusli, N. D. S. P. Dewi S. P. Dewi S. Suharti S. Suharti Saad, M. Z. Sabila, Maureen Sadarman Sadarman , Sadarman Sadarman Sadarman, S. Saeful Ansor Sahidan Abdulmana SAID MIRZA PRATAMA SAMADI SAMADI Samadi Samadi Samadi Samadi Samsudin, A. A. Samsudin, Anjas Asmara Santi Ratnakomala Selly Anastassia Amellia Kharis Sholikin, M. M. Silitonga, Rhoito Frista SITTI WAJIZAH Sitti Wajizah Sitti Wajizah SRI WAHYUNI Sri Wahyuni Suci Wulandari Sugiyono Sugiyono Sugoi Marsaputra Karsodimejo Suharlina Suharlina Suharti, Sri Sukria, H. A. Sumiati SUMINAR SETIATI ACHMADI Surya Gentha Akmal Suryanegara, Lisman Syamsiyah, Dzorifatus T Sutardi T. Ban-Tokuda T. M. Syahniar T. Obitsu T. Sabhan T. Toharmat Tandio, Tjondroargo Tangendjaja, Budi TEGUH JATI PURNAMA Teuku Mujaddid Syahri Ar-Ridha Thamrin, Elfa Susanti Theo Mahiseta Syahniar Titi Candra Sunarti Toto Haryanto Tri Aminingsih Tri Rachmanto Prihambodo Tri Wijayanti Septiarini Tuti Suryati, Tuti Ulfa Nikmatya Usman Ali Utomo, D. VINCENT NIDERKORN VINCENT NIDERKORN VITA APRIANI W. Manalu W. W. Wardani Wasmen Manalu WELAS SRI MULYATI Widjaja, H. Wijayanti, I. Win Ariga Bungsu Wina, E WULANSIH DWI ASTUTI Wulansih Dwi Astuti WULANSIH DWI ASTUTI Y Retnani Y. Retnani Y. Retnani Y. Yogianto, Y. Yantina, N. YANTYATI WIDYASTUTI Yantyati Widyastuti Yantyati Widyastuti Yeni Widyawati Yeni Widyawati Yesi Chwenta Sari Yetti Marlida Yuli Maulidiyah Yuli Retnani YULIANRI R. YANZA YULIANRI RIZKI YANZA Yulianri Rizki Yanza Yuliansyah, Andika Boy Zulkarnain Zulkarnain Zulkifli, Sunarto