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Journal : International Journal on Advanced Technology, Engineering, and Information System (IJATEIS)

SEMANTIC AND NATURAL LANGUAGE PROCESSING DEVELOPMENT APPLICATIONS FOR CHATBOTS TO ENHANCE ONLINE STORE CUSTOMER SERVICE Afandi, Yosi; Maskur, Maskur; Fiernaningsih, Nilawati; Fauzi, Ahmad
INTERNATIONAL JOURNAL ON ADVANCED TECHNOLOGY, ENGINEERING, AND INFORMATION SYSTEM Vol. 2 No. 4 (2023): NOVEMBER
Publisher : Transpublika Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55047/ijateis.v2i4.986

Abstract

Since customer support is time-limited, chatbot programs can assist potential online store visitors before they make a purchase. The general public cannot always answer inquiries or respond to customer requests. Virtual customer support allows potential customers to contact vendors regarding products they wish to purchase. This technology is very helpful in providing quick and accurate answers to various customer concerns and issues. The study focuses on the online retail environment where customer support is crucial for potential buyers before making a purchase. The Artificial Intelligence Markup Language (AIML) and Semantic Ontology were used by A.L.I.C.E. (Artificial Internet Linguistic Computer Agency) to develop an AI chatbot application. There are no online stores that use virtual customer service (chatbots) for customer support, so Batik Cloth, an application that offers batik textiles for sale in Malang, was chosen as the online store chatbot application for this study. Creating a chatbot with semantic capabilities involves using ontologies to process queries with more precise meaning. It achieves 92% accuracy for 15 types of relevant queries and responses, followed by 10 frequently asked questions as answers. Created by a potential buyer. Virtual customer support systems (chatbots) can respond to queries with similar terms or meanings by employing ontologies and semantics to deliver answers that fit the queries.
MAKING WEBSITE-BASED ADVERTISING MEDIA USING WORDPRESS CMS FOR MSME EKMIRA ALMOND CRISPY MALANG Bachtiar, Mochammad Yusuf; Maskur, Maskur
INTERNATIONAL JOURNAL ON ADVANCED TECHNOLOGY, ENGINEERING, AND INFORMATION SYSTEM Vol. 3 No. 4 (2024): NOVEMBER
Publisher : Transpublika Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55047/ijateis.v3i4.1289

Abstract

Ekmira Almond Crispy Malang is an MSME engaged in pastries. In marketing activities so far they use social media such as Instagram, Tiktok, Whatsapp. However, the information conveyed through their website is not optimal because of the lack of detailed information regarding Ekmira Almond Crispy products. The audience who follows the content on social media are not engaged. So people do not know about Ekmira Almond Crispy Malang. This research is intended to make a website as an advertising medium using CMS Wordpress. The type of research conducted in this study was action research. Data testing was done by distributing questionnaires based on the criteria for measuring the effectiveness of WebQual design (usability, information quality, interaction quality) to 1 owner, 2 marketing experts, 2 computer experts. The answer choices used a Likert scale with a range (1 for strongly disagree to 5 for strongly agree). The data processing method used simple tabulation analysis and average scores. In this study, the results of WebQual score in the first cycle of usability indicator section get a value of 85% with an average of 4.27 out of 5.0. In the information quality indicator it gets a value of 75% with an average of 3.73 out of 5.0. In the interaction quality indicator the score is 79% with an average of 3.93 out of 5.0. Based on this research it can be concluded that the Ekmira Almond Crispy website can be published in terms of WebQual testing.
ONLINE STORE INTEGRATION WITH INTELLIGENT CHATBOT AND SEMANTIC-BASED PRODUCT SEARCH TO IMPROVE SERVICES Maskur, Maskur; Afandi, Yosi; Fauzi, Ahmad; Herijanto, Pudji
INTERNATIONAL JOURNAL ON ADVANCED TECHNOLOGY, ENGINEERING, AND INFORMATION SYSTEM Vol. 3 No. 4 (2024): NOVEMBER
Publisher : Transpublika Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55047/ijateis.v3i4.1453

Abstract

The integration of online stores with chatbots is something that must be done so that chatbot answers are able to customize customer needs. Semantic-based product search is done to find products according to the context sought so that it will help customers find their products. The integration between online stores with intelligent chatbots and semantic-based search can significantly improve the user experience in online shopping. An intelligent chatbot assists users in finding products quickly, providing relevant product information, and addressing customer queries or concerns directly. Semantic-based search allows users to find products more accurately based on their context and preferences. The integration of online stores with intelligent chatbots and semantic-based search has great potential to improve services in the context of e-commerce. The cosine similarity method is used to give weight to each search result obtained, so that the search results obtained are more relevant to the keywords. Testing using the precission method to calculate the relevance value of the results obtained from the ontology, while testing with kappa statistics is used to calculate the value of the cosine similarity results by comparing the results obtained from the system and the results according to expert observations, it is expected that semantic-based product search is able to find products with a precision level of 98% so that customers will be satisfied.
DESIGNING AN OMNICHANNEL MARKETING BUSINESS MODEL TO IMPROVE CUSTOMER EXPERIENCE Afandi, Yosi; Maskur, Maskur; Fiernaningsih, Nilawati; Herijanto, Pudji
INTERNATIONAL JOURNAL ON ADVANCED TECHNOLOGY, ENGINEERING, AND INFORMATION SYSTEM Vol. 3 No. 4 (2024): NOVEMBER
Publisher : Transpublika Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55047/ijateis.v3i4.1464

Abstract

System integration allows companies to bring together customer data from multiple channels, from websites to mobile apps and physical stores. Companies can have a more complete view of customer preferences and behavior, which in turn allows them to serve more relevant and personalized content to their customers. In an era where customers are inundated with information, content personalization is key to attracting customers' attention and maintaining their engagement. Furthermore, this business model emphasizes deep customer engagement across multiple channels. In an omnichannel environment, it is important for companies to stay connected with their customers no matter where they are. This can be achieved through responsive customer service, ongoing loyalty programs, and engaging content on social media and other online platforms. The results of this study discuss the analysis of application quality using five characteristics, namely Functional Suitability, Usability, Performance Efficiency, Portability and Compatibility. The results of the functional suitability characteristics of the omnichannel platform are said to be good. Usability gets 76.67% which means the omnichannel platform is called feasible. Performance efficiency of the website is good because the load process is less than 10 seconds. From these results it is concluded that the Omnichannel platform meets the predicate of satisfied. Compatibility of the Omnichannel platform did not find any location and performance problems on Edge, Chrome and Android browsers. The assessment results are expected to be recommendations and suggestions for developing an omnichannel platform to help the process of sending digital reminders that are better and more efficient.
Co-Authors AA Sudharmawan, AA Abdul Hakim Abdul Mutalib Abubakar, Asnandar Adang Hardi Gunawan Adolong, Nixon Afandi, Yosi Ahmad Imam Abdullah Ahmad Mustamir Waris Al Farizi, Muhammad Salman Alexander Kurniawan Ali Sofyan Kholimi Ali, Moh Mudassir Amrullah Amrullah Ane Fany Novitasari Anis Nismayanti Annisa Utami Anwar Anwar Anwar, M. Khorul Arpan, Arpan Arpin, Arpin Arshy Prodyanatasari Azahraty, Azahraty Bachtiar Bachtiar, Mochammad Yusuf Bakri, Mubarak Baroroh Lestari Basalamah, Salim Basuki , Boedi Rachman Budiman Budiman Cahya Nova Ardianto Cecep T. Rustendi Chaeruman Chaeruman Chalista, Igna Aquila Choliq, Arifana Nur Dede Kurniasih Dekawati, Ani Djajanto, Ludfi Edi Yanto, Edi Efendi, A. Irfan Ekaningsih, Nuri Jannati Wahyu Endang Sarmini Enny Lestari Evi Dwi Wahyuni Fairusya, Nuha Farid , Muhammad Farman, Eka Fatkhuronji, Moch Fatkhuronji, Moh. Fauzi Ahmad Muda Ferdinand Salomo Leuwol Fiernaningsih, Nilawati Fithriyah Fithriyah Fitri S Kasim Fitria Martanti, Fitria Gustiani, Gustiani Gustiyana, Gustiyana H., M. Rusydi Hadiono, Abdi Fauji Halimah, Euis Teti Haq, Miftahul Haryono Haryono Hasran Hayatudin, Hayatudin Hendrawan, Muhammad Afif Herijanto, Pudji Hidayat, Deden Hidayatulloh, M. Arief Himma, Mahmudatul Hindasah, Ida Husnurrofiq, Husnurrofiq Ibni Hadjar Irfan Noor, Irfan Irfin, zakiyah Isdaryanti, Isdaryanti Iskandar, Hasyim Isti Hidayah Jafar N, Muhammad Kamil Jarjani Usman K. Hashimoto Kamaruddin Kamaruddin Kamase, Jeni KARIMAH, ULA MASYRIFATUL Kasip, L. Kasip, Lalu Kasman Kasman Khalik, Muh Fihris Khayanti, Eka khuzaini, Khuzaini Kusumawardani, Mutiara Laekkeng, Mursalim Laksmi Andri Astuti Lalu Muhammad Kasip Lama, Yuyu Lamrens Listiyani, Iis Listiyani Lugendo, Dorine Lukito Prasetyo Mamlukhah, Mamlukhah Maskuri Maskuri Masnida Masnida Moch. Fatkhuronji, Moch. Moh Dahlan Th Musa Moh. Harun Al Rosid Mokodongan, Rusliy Muhammad Syahrul Ulum Muhlis, M. Abdul Muhsinin, M. Muhsinin, Muhammad Mujib Mujib, Mujib Murni Murni Musmuliyadin, Musmuliyadin Nabila, Nabila Nur Hayatin Nurfauziah, Suci Nurkaenah , Nurkaenah Nurtjahjani, Fullchis Nurul Inayah Obianto, Agung Oktora, Yekie Senja Pertiwi, Ligwina Dita Petrus Demon Sili Pongoh, Arianti Prayitno, Mustofa Aji Pribadi, Joni Purwoko Purwoko Putra, Amal Rezka Putra, Deny Qutara Rahma Jan Rahmajan, Rahmajan Rahman Rahman, Abd. Rahman Rasyid, Muhammad Rusdi Ratlan Pardede Ridwan, Ridwan Riska Rahayu Risnandah, Yuan Rizki, Moh Rohmatulloh, Puri Rosdiana Rosdiana Rozi, Tapaul Ruslan Ruslan Rustan Efendi Safitri, Arnadya Amira Saldi Saldi, Saldi Sandra Kasim, Sandra Sandra Sandra Sanjaya, Muhammad Fahyu Septian Enggar Sukmana, Septian Enggar Siska Andriani Siti Aminah Solly Aryza Sri Setyowati Sri Wahyuni Suherman, Suherman Sukmajaya, Yade Sukmajaya, Yade Sulastini, Sulastini Surahman Amin, Surahman Suropaty, Rifki Pujiansyah Surya, Adhi Syahrul Syahrul Syamsuddin Syamsuddin Talo, Joni Loe Tamam, M. Badrut Tjahjo Winanto, Tjahjo Toiba, Yesberlin Triningsih Triningsih Widjanarko Widjanarko, Widjanarko Widyanti, Rahmi . Widyastuti Widjaksana YANTO YANTO Yayan Tahyan Yono Sugiarto Yufis Azhar Yuliana Yuliana Zamzami Zainuddin, Zamzami Zulkifli Zulkifli ‘Aini, Yulis Nurul