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Systematic Review of Text Mining Application Using Apache UIMA Purwania Ida Bagus Gede; I Nyoman Satya Kumara; Made Sudarma
International Journal of Engineering and Emerging Technology Vol 5 No 2 (2020): July - December
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/IJEET.2020.v05.i02.p08

Abstract

Companies are often faced with a number of data and information in the form of unstructured texts. The unstructured data set can be processed / extracted so that it can benefit the company in the decision making process or strategy that must be carried out by the company. Text Mining is one solution to overcome these problems. Text Mining can be defined as the process of retrieving information sourced from several documents. One of the most commonly used text mining tools is Apache UIMA. This study aims to systematically study literature on the implementation of text mining and Apache UIMA by using several related databases, including reviewing text mining, Apache UIMA, and reviewing journal of text mining and Apache UIMA. These journals are reduced using certain criteria. The results obtained are the 20 journals that discuss the implementation of text mining and Apache UIMA. Based on the analysis of these journals, it can be concluded that the application of Text Mining is more widely used in the field of Classification with the method often used is Naive Bayes Classifiers. The average accuracy of the method reaches more than 85%, which means the method is very effective for classification. Specifically, Apache UIMA is more widely implemented in the Information Extraction and NLP fields. The main component of Apache UIMA that is often used is the Annotator Engine and is very effectively implemented for information extraction.
Mapping Patterns Achievement Based on CRISP-DM and Self Organizing Maps (SOM) Methods Santi Ika Murpratiwi; A.A Ngurah Narendra; Made Sudarma
International Journal of Engineering and Emerging Technology Vol 2 No 1 (2017): January - June
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

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Abstract

Successful of regional development is a reflection of the good government policy. Many programs created by the local government every period but many programs stop without results. Therefore, we need to evaluation its government programs. Evaluation of government programs must do to prevent the failure of the programs. One way to evaluate the government programs is to collect the support data to see the data model and analyzed the data. In this research will conduct an evaluation on the achievement of RPJMD performance of Bali Province by using data mining. The process of data mining used the CRISP-DM method and Self Organizing Maps (SOM) for mapping the achievement patterns. The used data is RPJMD data in the 2013-2018 period. but the data used for data mining process only 3 years data that is 2014-2016 as a middle evaluation. That data clustered into five clusters. The final result of this research are 78% of assessment indicators in the RPJMD program are inconsistent position and 22% are in an inconsistent position. Moreover, there are 84 assessment indicators that have no reached the target. From that results of data, assessment mapping can use as the guidance of Bali Province to catch up the achievement of RPJMD programs and prepare the next strategies to support the success of the RPJMD program during the RPJMD period.
Designing a Virtual Data Warehouse in Supporting Sales Information Needs (Case Study: National Scale Building Material Store X) Andrew Sumichan; I Made Gede Yudiana; Muhammad Ridwan Satrio; I Made Sudarma
International Journal of Engineering and Emerging Technology Vol 4 No 1 (2019): January - June
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

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Abstract

National-scale building material stores that have branches in various regions certainly want the business to run smoothly. This must be supported by good sales activities at the central store and also branch stores spread in various places. However, there is no solution to collect sales data from branch shops quickly, causing a slow response to the analysis of the increasing trend in sales of goods and goods whose sales trend has dropped. This can reduce sales competitiveness in this national scale business with similar competitors. Virtual data warehouses can help collect scattered operational data, in this case sales data located at branch stores in various locations are then collected into a data warehouse that is stored in the cloud server so that it can be processed for strategic decisions. Virtual data warehouse is a data warehouse that connects operational databases regardless of where the database is located and regardless of the format, looks as if somewhere and in a consistent format. This study produces a virtual data warehouse structure that applies the kimball nine step design method so that it produces a data warehouse schema model with the star scheme. This study explains the design of a virtual data warehouse that can facilitate analysis of sales data at national scale building material stores that have branches in various places
Decision Support System of the Employees Acceptance using Analytical Hierarchy Process (AHP) and Multi Factor Evaluation Process (MFEP) M. Azman Maricar; Wahyudin Wahyudin; Made Sudarma
International Journal of Engineering and Emerging Technology Vol 1 No 1 (2016): July - December
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

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Abstract

In every company always need new employees of the younger and potentially. The Program management trainees intended to seek a superior candidate according to the assessment of the company, where later on the presidential candidates who passed the final selection will be given training and education about the management in general. And expected from the program management trainees are able to create a new generation with the soul of the leadership of the high. Decision support system is used to help the decision makers in determining the presidential candidates are eligible to participate in the education and training program management trainees, from five candidates are the only two candidates who received. The criteria and the weight of the specified is interview (0,558), the writing test (0,122), psycho test (0,263), and health test (0,057). The method used is Multi Factor Evaluation Process (MFEP) and Analytical Hierarchy Process (AHP). Both methods to get the same result namely candidates 2 and 4 candidates are entitled to received from the selection process. For the calculation of the consistency ratio is not there is a value criteria above 0.1 (which is specified by Saaty).
Application of Neural Network Overview In Data Mining Rifky Lana Rahardian; Made Sudarma
International Journal of Engineering and Emerging Technology Vol 2 No 1 (2017): January - June
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

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Abstract

Data Mining is the term used to describe the process extract value / information from the database. Four things are needed in order to effectively data mining: data that has a high quality, right of data, examples of which are adequate, and the correct device. To obtain valuable information in the required data mining algorithms applied in data mining in large databases. There are a lot of complex algorithms in data mining. One is the so-called Neural networks have an important role in data mining.
Audit Information System Development using COBIT 5 Framework (case Study: STMIK STIKOM Bali) Komang Budiarta; Adi Panca Saputra Iskandar; Made Sudarma
International Journal of Engineering and Emerging Technology Vol 1 No 1 (2016): July - December
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

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Abstract

Information technology (IT) is a very important part for the company or institution and investment value to make the company or institution for the better. Companies or institutions using information technology to  make the support of the strategic plan company in Attaining the vision, mission and objectives of the company or the institution, as well as STMIK STIKOM Bali. Applied information technology in the companies or institute need to be regulated. Managing information technology requires an audit for evaluating and ensure compliance in terms of the standard approach. Information Technology in Bali STIKOM STMIK require audits to evaluate, assess capabilities and make a recommendation for manage information technology better. Framework COBIT 5 is use for audit, that focuses on the purpose IT service delivery in accordance with business needs. The results of audit use framework COBIT 5 with 17 process capability obtained is 2.66, which states that the implementation of IT services is already established and has a standard.
the Data Warehouse Design for the Bank X with Inmon Approach Lanang Bagus Amertha; Rukmi Sari Hartati; Made Sudarma
International Journal of Engineering and Emerging Technology Vol 5 No 2 (2020): July - December
Publisher : Doctorate Program of Engineering Science, Faculty of Engineering, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/IJEET.2020.v05.i02.p04

Abstract

Various activities related to financial transactions such as the process of deposit and loan funds require the role of the Bank. Along with a large number of customer needs in current technological developments, the banking industry is undergoing many changes. The products offered by the Bank are becoming more diverse. Customers needs for services offered by banks are becoming increasingly high for example internet banking needs. Banks require high data storage so that the bank's business processes can run efficiently. High data requirements by banks also require ease of exchanging data. One concept that can be applied is Data Warehouse. There are various approaches in developing Data Warehouse, one of which is Inmon. This study aims to build a database design from Bank X Data Warehouse with the Inmon approach. The results of the design of the Data Warehouse Bank X database design consists of three fact tables, namely loan fact, saving fact, and portfolio fact, and two data marts, namely loans and saving.
Usability Analysis on the Daily Evaluation System Application with Potential Gain Customer Value Method and Customer Satisfaction Index Method Ida Bagus Alit Swamardika; Made Sudarma; Made Dinda Pradnya Pramita
Logic : Jurnal Rancang Bangun dan Teknologi Vol 20 No 3 (2020): November
Publisher : Pusat Penelitian dan Pengabdian kepada Masyarakat (P3M) Politeknik Negeri Bali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31940/logic.v20i3.2028

Abstract

The advantage use of information technology is not only limited to individuals, but also organizations, especially government organizations. In 2003 the Indonesian government issued Presidential Instruction No. 3/2003 concerning national policies and strategies for e-government development. Based on this, a usability analysis is performed on the Daily Evaluation System (DES) application with the Customer Satisfaction Index (CSI) method and the Potential Gain Customer Value (PGCV) method. The User Centered Design (UCD) is used as an indicator of the questionnaire and the results are analyzed using the CSI and PGCV methods. The results of CSI analysis of the satisfaction level showed the value of 70.95% for female respondents, while it is 70.84% for male respondents. The value of the level of satisfaction is equal to 67.42% for respondents aged 20-30 years, 72.07% for respondents aged 31-40 years, and 73.87% for respondents aged 41-60 years. The level of satisfaction for respondents in structural positions is 72.65% while for respondents in functional positions is 69.73%. Based on the ten UCD indicators, the highest percentage of satisfaction is the consistency indicator which is 77.82% and the lowest is the assistance and documentation indicator which is 63.00%. Based on the results of the PGCV analysis, it is showed that 11 attributes are needed to be the priority for improvement.
KLASIFIKASI USIA DENGAN CITRA PADA REGISTRASI GAME ONLINE Ni Komang Sri Julyantari; Rukmi Sari Hartati; Made Sudarma
Jurnal Teknologi Informasi dan Komputer Vol 5, No 3 (2019): Jurnal Teknologi Informasi dan Komputer
Publisher : LPPM Universitas Dhyana Pura

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Abstract

ABSTRACT The importance of the biggest age that is utilized in sharing information technology is one of them is registering online games. Nowadays the proliferation of online games among the wider community is no exception in the class of children who fall into the category of not enough age. When playing online games, players are required to register early to log in. In registering the player is realized to enter the date of birth and this can be manipulated by players who really should be old enough or do not deserve to play online games. To overcome the falsehood or manipulation of data, the player who will register can provide a format photo. JPG with this photo issued the system to be built to know us really from the person who made the registration. To be able to perform face detection and age classification using the Viola Jones method which will be used for human face detection and the backpropagation artificial neural network method is used for classification. In this study the data used is https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/ by entering 100 data as test data and 200 as training data, then the findings obtained are 75% appropriate results Keywords: Age Classification, Online Game, Face RecognitionABSTRAKPentingnya usia banyak dimanfaatkan dalam berbagi bidang teknologi informasi salah satunya adalah. Saat ini maraknya game online dikalangan masyarakat luas tidak terkecuali di kalangan anak-anak yang termasuk dalam kategori belum cukup umur. Pada saat melakukan permainan game online, pemain wajib melakukan register awal untuk dapat melakukan login. Dalam melakukan register pemain diwajibkan untuk memasukkan tanggal lahir dan hal ini dpat dimanipulasi oleh pemain yang memang seharunya cukup umur atau belum pantas memainkan game online. Untuk mengatasi kepalsuan atau manipulasi data maka pemain yang akan melakukan register dapat memberikan foto dengan format. JPG dengan foto ini nantinya system yang akan dibangun dapat mengenal usis sebenarnya dari orang yang melakukan register tersebut. Untuk dapat melakukan deteksi wajah dan klasifikasi usia menggunakan metode viola jones yang akan digunakan untuk deteksi wajah manusia dan metode jaringan saraf tiruan backpropagation digunakan untuk klasifikasi. Dalam penelitian ini data yang digunakan 100 data sebagai data uji dan 200 sebagai data latih dari https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/, maka hasil akurasi yang didapat adalah 75% hasil sesuai.Kata kunci : Kalsifikasi Usia, Game Online, Deteksi Wajah
Pengukuran Tingkat Manajemen Mutu Berdasarkan ISO 9001:2008 pada Perusahaan Teknologi, Informasi, dan Komunikasi Ni Wayan Sri Ariyani; Made Sudarma; IGAM Yoga Mahaputra
Jurnal Nasional Pendidikan Teknik Informatika : JANAPATI Vol. 10 No. 1 (2021)
Publisher : Prodi Pendidikan Teknik Informatika Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/janapati.v10i1.31281

Abstract

Manajemen mutu diperlukan perusahaan untuk memastikan kualitas layanan dalam rangka meningkatkan kepuasan pelanggan. Salah satu standar manajemen mutu adalah ISO 9001:2008.  Audit manajemen mutu internal dengan meninjau sejauh mana klausul ISO 9001:2008 telah diterapkan pada perusahaan diperlukan untuk dapat mencegah ketidaksesuaian pada tahapan kerja dan menginisiasi perbaikannya. Penelitian ini dilakukan pada perusahaan yang bergerak dalam bidang penjualan peralatan teknologi informasi dan komunikasi, PT Baliyoni Saguna. Penelitian dilakukan dengan melihat tingkat persetujuan responden terhadap pernyataan dan pertanyaan pada klausul ISO 9001:2008 yang disampaikan melalui kuesioner dengan menggunakan skala likert. Hasil penelitian menunjukkan bahwa penerapan manajemen mutu pada klausul 4 sampai dengan 8 masing-masing adalah 50,15%, 49,83%, 52,81%, 50,47%, dan 49,87%. Hasil rata-rata penerapan manajemen mutu adalah sebesar 50,62 persen. Skor tersebut menunjukkan bahwa PT. Baliyoni Saguna sudah memiliki sistem, ada bentuk, sudah diimplementasikan namun dokumentasi kurang lengkap.
Co-Authors A. A. K. Oka Sudana A.A Ngurah Narendra A.A Raka Novi Aristi Adi Darmawan Ervanto Adinata Mas Pratama Aggry Saputra Aggry Saputra Agus Aan Jiwa Permana Agus Dharma Ahmad Catur Widyatmoko Ajeng Anandra Anak Agung Kompiang Oka Sudana Anak Agung Ngurah Prawira Yudha Andrew Sumichan Andrew Sumichan Ari Kamayanti Ariyady Kurniawan Muchsin Asri Prameshwari Casya Nova Nitali Ginting Charolina Devi Oktaviana Soleman Charolina Devi Oktaviana Soleman Dandy Pramana Hostiadi Darma Kotama, I Nyoman Darma Putra Dea Novim Kartikasari Dewa Ayu Putri Wulandari Dewa Made Wiharta Dima Nurfitri Apriani Dita Rizky Prahayuningtyas Duman Care Khrisne Erwin Saraswati Faraz Muhammad Aulia Fauziah, Farah Ferry Angga Irawan Gde Brahupadhya Subiksa Hanif Prio Ariantono Hardi yusa Hisyam Rahmawan Suharno Hisyam Rahmawan Suharno I Dewa Made Krisnayana I Dewa Nyoman Anom Manuaba I Dewa Nyoman Anom Manuaba I Gede Abi Yodita Utama I Gede Adnyana I Gede Harsemadi I Gede Herry Juniartha I Gede Sujana Eka Putra I Gede Totok Suryawan I Gede Wira Darma I Gst Agung Alit Wismaya I Gusti Agung Gede Mega Perbawa I Gusti Agung Indrawan I Gusti Agung Komang Diafari Djuni Hartawan I Gusti Kade Harta Kesuma Wijaya I Gusti Made Panji Indrawinatha I Gusti Ngurah Adhy Pradhana I Gusti Ngurah Agung Jaya Sasmita I Gusti Ngurah Agung Surya Mahendra I Gusti Ngurah Agung Surya Mahendra I Gusti Ngurah Gede Agung Suniantara I Gusti Ngurah Rai Dharma Widhura I Gusti Rai Agung Sugiartha I Kadek Agung Bagus Satria Bumi Kelana I Kadek Arya Wiratama I Kadek Dwi Gandika Supartha I Kadek Sastrawan I Kadek Yuda Setiadi I ketut Gede Darma Putra I Ketut Putra Swastika I Komang Yogi Sutrisna I Made Adi Bhaskara I Made Arsa Suyadnya I Made Artawan I Made Budi Sentana I Made Cakra Pustaka1 I Made Dwi Ardiada I Made Dwi Jendra Sulastra I Made Gede Yudiana I Made Gede Yudiyana I Made Oka Widyantara I Made Sukarsa I Made Sukarsa I N Satya Kumara I Nyoman Adi Putra I Nyoman Gunantara I Nyoman Putu Suwindra I Putu Adi Pradnyana Wibawa I Putu Agung Bayupati I Putu Agus Eka Darma Udayana I Putu Agus Eka Darma Udayana, I Putu Agus Eka I Putu Agus Priska Suryana I Putu Alit Putra Yudha I Putu Arya Putrawan I Putu Astya Prayudha I Putu Gd Sukenada Andisana I Putu Oka Wisnawa I Putu Putra Diyastama I Putu Putrayana Wardana I Putu Sugi Almantara I Putu Warma Putra I Wayan Agus Surya Darma I Wayan Eka Krisna Putra I Wayan Suarna Ida Ayu Dwi Giriantari Ida Ayu Listia Dewi Ida Ayu Putu Febri Imawati Ida Bagus A. Swamardika Ida Bagus Agung Eka Mandala Putra Ida Bagus Dwijaya Kesuma Ida Bagus Gede Manuaba Ida Bagus Gede Widnyana Putra Ida Bagus Leo Mahadya Suta Ida Bagus Leo Mahadya Suta Ida Bagus Leo Mahadya Suta Ida Bagus Surya Paramarta IGAM Yoga Mahaputra Irvan Dinda Prakoso Irwansyah Cahya Irwansyah Cahya Adha L Iskandar, Adi Panca Saputra Isnan Murdiansyah IW Dani Pranata Jauzaa Maylia Suhendro Josep Geas Sapalatua Kadek Ary Budi Permana Kadek Ary Budi Permana Kadek Ary Budi Permana Kadek Ary Budi Permana Kheri Arionadi Shobirin Komang Agus Putra Kardiyasa Komang Ayu Triana Indah Komang Budiarta Komang Budiarta Komang Budiarta Komang Isabella Anasthasia Komang Nova Artawan Komang Oka Saputra Komang Sri Utami Lanang Bagus Amertha Lanang Bagus Amertha Leonardus Guido Adi Wungo Lie Jasa Linawati Linawati Luh Gede Putri Suardani Luh Ria Atmarani M. Azman Maricar Made Dinda Pradnya Pramita Made Dinda Pradnya Pramita Made Pasek Agus Ariawan Made Pradnyana Ambara, Made Pradnyana Made Sri Indradewi Adnyana Manuh Artana Michael Tanduk Langi Londong Allo Minho Jo Minho Jo Minho Jo Mirna Amirya Muhammad Ridwan Satrio Murpratiwi, Santi Ika Naser Jawas Nengah Widiangga Gautama Ni Ketut Novia Nilasari Ni Komang Sri Julyantari Ni Komang Sukri Antariani Ni Luh Gede Pivin Suwirmayanti, S.Kom, MT, Ni Luh Gede Pivin Ni Luh Ratniasih, Ni Luh Ni Made Ananda Putri Pratiwi Ni Made Ari Lestari Ni Made Dwi Antari Ni Putu Sutramiani Ni Wayan Lusiani Ni Wayan Sri Ariyani Nurkholis - Nyoman Dewi Ayu Ratih Arya Dewanti Nyoman Gede Yudiarta Nyoman Paramaita Nyoman Pramaita Nyoman Putra Sastra Nyoman Swastika Dharma Pande Made Sutawan Philipus Novenando Mamang Weking Purwania Ida Bagus Gede Putri Sintya Dewi Putri Suardani Putu Agung Ananta Wijaya Putu Angelina Widya Putu Arya Mertasana Putu Bagus Satria Paramartha Putu Risanti Iswardani Putu Wirya Kastawan R. Sapto Hendri Boedi Soesatyo Reni Surmayanti Ricky Aurelius Nutanto Diaz, Ricky Aurelius Rifky Lana Rahardian Risky Aswi R, Risky Rizal W.H. Siagian Rizky Muharram Julyanto Rodrick Benediktus Kainama Roekhudin, Roekhudin Rukmi Sari Hartati Rukmi Sari Hartati Tria Hikmah Fratiwi Vony Wahyunurani Wahyudin Wahyudin Wayan Gede Ariastina Wikan Pradnya Dana, Gde Y. Yuliati Yogiswara Dharma Putra Yogiswara Dharma Putra Yoni Yogiswara Yudhistira Bayu Perkasa Zulfachmi, Zulfachmi