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Journal : International Journal for Applied Information Management

Small and Medium Enterprises (SMEs) with SWOT Analysis Method Rakhmansyah, Mohamad; Wahyuningsih, Tri; Srenggini, Abdullah Dwi; Gunawan, I Ketut
International Journal for Applied Information Management Vol. 2 No. 3 (2022): Regular Issue: September 2022
Publisher : Bright Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/ijaim.v2i3.37

Abstract

This study aims to determine the strengths, weaknesses, opportunities and threats to SMEs in utilizing social media as a marketing tool and to find out the most effective marketing strategies to run in order to increase sales. The method used is SWOT analysis, and in data processing using excel. In collecting data using a questionnaire method distributed in the January 2021 period with a total of 226 respondents. The results obtained by SMEs in utilizing social media as marketing are in quadrant I, which means that the strategy used is a growth strategy, namely the SO strategy which is a strategy that uses strengths to take advantage of opportunities that exist in SMEs. Its implementation is to increase the intensity of promotions, maintain product and service quality, maintain and increase customer trust, be communicative to customers.
Classifying Vehicle Categories Based on Technical Specifications Using Random Forest and SMOTE for Data Augmentation Sugianto, Dwi; Wahyuningsih, Tri
International Journal for Applied Information Management Vol. 5 No. 4 (2025): Regular Issue: December 2025
Publisher : Bright Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/ijaim.v5i4.113

Abstract

This study investigates the application of machine learning for classifying vehicles based on their technical specifications using the Random Forest algorithm. The objective was to create a robust classification model capable of categorizing vehicles into six distinct classes: Hybrid, SUV, Sedan, Sports, Truck, and Wagon. The analysis was conducted using a comprehensive dataset that included features such as engine size, horsepower, weight, and fuel efficiency, along with the target variable, vehicle class. To address the issue of class imbalance, the Synthetic Minority Over-sampling Technique (SMOTE) was applied to balance the training data. The results showed that the model performed particularly well in classifying Sedans, achieving a perfect recall and high F1-score, while struggling with underrepresented classes like Hybrid and Wagon. Despite applying SMOTE, the model’s performance for minority classes remained suboptimal, highlighting the challenges associated with highly imbalanced datasets. The study contributes to the field of vehicle classification by demonstrating the use of Random Forest for such tasks and providing insights into the challenges posed by imbalanced class distributions. The findings underscore the importance of feature selection, especially regarding numerical attributes such as horsepower and engine size, in improving classification accuracy. However, the study also identified limitations, including potential biases in the dataset and the difficulty in improving performance for minority vehicle classes. Future research should explore alternative algorithms like XGBoost or deep learning models, and consider expanding the dataset to include more diverse vehicle types. The practical implications of this work are significant for vehicle market segmentation, offering valuable insights for manufacturers, dealerships, and analysts seeking to optimize vehicle classification and improve market targeting strategies.
Co-Authors - Nurfiana AA Sudharmawan, AA Abdurrahman, Hadi Ade Iriani Adella, Nabila Prisma Adisty, Deshiva Idfi Aji administrator, administrator Ady Setiawan Afaki, Sajida Fihrisa Afifah, Dhita Agung Satmoko Agus Ristono Agus Sukarno Agwa, Mullah Muhammad Al-Ghazali, Ersan Alfi Noviyana, Alfi Algazira, Gisela Silvaina Alhadi, Rahmad Hidayat Alifa, Nadia Putri Amanda, Desi Amelia, Rike Amieni, Nada Nadiva Aisy Andi Harmoko Arifin Andini, Davi Ayu Andreana, Mellyna Anggoro, Rizky Tri Anggraeni, Yulia Anindhita, Dyah Raras Anita Swantari, Anita Anna Ratnaningsih, Anna apri dwi anggo Aprilia Pangestu Putri, Ayu Aprilia, Nadia Azizah Aprilia, Putri Dewi Aprillia Pangestu Putri, Ayu Arafah, Andi Asrafiani Arief, Arief Rakhman Hakim Arif, Nina Fapari Arifin Arifin Arifin, Zaynal Aris Susetyo Ariyanti, Wulan Aru, heti Ashlihah, Ashlihah Asna, Aufa Assahidah, Syifa Nur Azizah Asteriani, Devi Astuti, Reini Asworo, Monika Az-zahra, Aulia Azainil Azainil Azizah Putri Abdi Azmi, Zul Azzahra, Ime Nur Bachri, Bachtiar Sjaiful Badrianto, Achmad Biyanto, Annisa Brilian, Oktavio Yorris Budiyono Budiyono Buhari, Muh. Ramli Buhari, Ramli Chandra Fauzi Chen, Shih Chih CINDY CINDY Crestien, Ariska Piktoria Danang Budi Setyawan Danny Manongga Dara, Amanda Citra Deasy, Afrieany Desmita, Helma Dewi, Alivia Zahra Kirana Dewi, Lenny Fitriana Dewi, Sawitri Dini Wulandari Dola Suciana Dwiyono, Yudo Dyah Fitriana Masithoh Dyah Probowati, Dyah EDY SANWANI Eko Sediyono Erawati, Septia Sesia Ernowo, Atha Fadhil Esti Sudi Utami Evi Vilianti Evie Palenewen Fadhillah, Nur Afifah Fara Virgianita Pangadongan Fatmawati, Ayu Widya Faturahman, Aliq Febry Maghfirah Fifi Swandari Fitriani, Dayang Astri Fujianti, Ishe Fujianti, Ishe Genggang, Tiara Petri Cicilia Gunawan Madyono Putro, Gunawan Madyono Gusti Nurdin Hadi Oetomo Hadifad, Iqbal Halida Halida Halim, Muhammad Adhim Hambali, Ahmad Imam Handayani, Merlin Hani’ah, Marsya Nadiyyatul Harmadi, Sonny Harry B Henderi . Heny Djoehaeni Heny Suseani Pangastuti Herdiyani, Puspitasari Herdiyani, Puspitasari Herlin, Herlin Herman, Sitti Rabiatul Wahdaniyah Hermanto, Olivia Silvi Heru Subekti Hidayah, Annisa Mustikhatul Hidayah, Nenden Restu Hindriyanto Dwi Purnomo Humaidi, Faisol Humaidi Hutasoit, Leonard Raden I Ketut Gunawan Ikhsan, Syahwanul Iksam, Iksam Indriana, Putri Irliany, Heny Irwan Sembiring Isna Kartika, Wilda Isnania, Nur Isnawati Isnawati Ivaniarahma, Ivaniarahma Jafar, Farny Sutriany Jati, Dian Rahayu Jayadi, Lionarto Erson Johari, Dewi Talia Johari, Dewi Talia Kartika, Wilda Isna Khoirotunnisa, Kharir Khurrohmah, Mifta khusnul khotimah Kismiati, Dyah Aniza Krisna Iryani, Krisna Kristoko Dwi Hartomo Kumalasari, Diyanah Kumalasari, Diyanah Kurniawan, Dydik Kusumaningrum, Anisa Putri Laksono Trisnantoro Leonard R. Hutasoit Liswani, Edy Lola, Irda M.Pd S.T. S.Pd. I Gde Wawan Sudatha . Magfirah, Febry Mahfudz, Muhammad Imam Makmun Makmun Makmun Malpaleni Satriana MALPALENI SATRIANA, MALPALENI Maman Rumanta Manalu, Naomi B Mantika, Sabrina Mathesa, Justin Ricky Melani, Linda Melani, Linda Mening, Seviana Andriani Mestika Sekarwinahyu Muhlis Muhlis Mustamiroh Mustamiroh, Mustamiroh Muthoifin Nabilah, Rizka Nafisa, Unesya Lu’luatu Nafisa, Unesya Lu’luatu Nahdi, Sabrina Almasari Narpati, Dipo Andang Nisa, Lia Fakila Nisa, Zalfaa Hanifatun Ni’mati Rahmatika, Arivatu Nofita Normala Sari, Desi Novanty, Tety Noviani, Ratna Wulan Hadian Nugrah Aurigha, Evan Nuha, Nuha Nurdin Nurdin Nurhalisa, Suci Nurhaliza, Tiara Nurhasanah Nurhasanah Nurhasanah, Viana Nurkaromah Dwidayati, Nurkaromah Pangestu, Dedi Parijo . 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Ella Evrita Hestiandari Rum Rosyid Salam, Amri Adi Nur Salsabila, Amalia Sarlina Sarlina, Sarlina Sastriana, Malpaleni Sawiji, S Selviana, Ressa Sentosa, Ilham SEPTI WULANDARI Setiadi, M Ilham Bintang Setiawan, Agris Seto, Samudro Setyani , Atik Setyawan, Meindra Singgih Adhi Prasetyo, Singgih SITI KHODIJAH CHAERUN Siti Masitoh Sjamsir, Hasbi Songli, Azalia Srenggini, Abdullah Dwi Sri Riyani Srinivasan, Bhavana Steven Phang Sucianny, Wulan Ayu Sucianny, Wulan Ayu Sudaryatie, Sudaryatie Sudikno Sudikno Sugeng Santoso Sugianto, Dwi Sugiyono Sugiyono Sukriadi sukriadi sukriadi Sulistiawati, Siti Sulistyowati Tuminah Darjoko, Sulistyowati Tuminah Supriadi Takwim Syambasril, Syambasril Syaputri, Nadhiratul Taqwa Hariguna Tasrim, Tasrim Taufik Hidayat Titik Kusmantini Tri Sumarsih Tri Yunis Miko Wahyono Triwahyuningsih, Ria Yulianti Triwahyuningsih, Ria Yulianti Trustho Raharjo Tugiyo, Tugiyo Ucu Rahayu Ufaira, Naura Umar, Huzaifah Usman, Fahrul Rozzi Wardono Wardono Widayanti , Nurul Winanti, Suci Winarko, Ronny Winarno Winarno Winjaya Laksana, Andri Wulandari, Fauziyah Yahya Pratiwi, Tety Yanas, Yogi Gautama Yekti Utami Yohana, Maryetha Yova Yosi Gumala Yudhomenggolo Sastro Darmanto Yuli Liestyana Yulsi, Yulsi Zahra, Diya Fatihah Zain, Syarifah Zafira