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Ruth Magdalena
"PT. XYZ merupakan perusahaan yang bergerak di bidang perawatan pesawat terbang atau yang disebut dengan Maintenance Repair Overhaul (MRO). Dashboards Business Intelligence (BI) hadir di tengah bisnis perusahaan dan diharapkan mampu memberikan data-data yang akurat secara cepat guna aktivitas pengambilan keputusan strategis oleh para pemimpin perusahaan. Ekspektasi awal dari kedua proyek tersebut mampu memberikan data-data dashboards yang cepat dan tentunya akurat. Realita menunjukan data yang digunakan untuk mendukung kegiatan analisa strategis dan pengambilan keputusan tidak cepat selama kurang lebih 3 tahun dashboards BI diimplementasikan. Salah satu penyebabnya adalah rendahnya penggunaan dashboards BI yang menjadi fokus masalah penelitian. Tujuan penelitian yaitu mendapatkan faktor-faktor penyebab penggunaan dashboard rendah pada PT. XYZ dan apa saja perbaikan untuk meningkatkan penggunaan dashboard yang rendah. Penelitian dilakukan dengan menggunakan mixed method antara kuesioner user testing dan heuristic evaluation serta inspeksi yang dilakukan oleh responden. Hasil dari kedua metode adalah mendapatkan faktor-faktor yang memengaruhi penggunaan dashboards rendah. Faktor-faktor tersebut di antaranya adalah flexibility, efficiency, error detected, error control and help, user`s satisfaction, dan application`s behaviour yang akan memberikan rekomendasi bagi PT XYZ berdasarkan hasil inspeksi dari ahli-ahli BI. Saran penelitian didapatkan berdasarkan hasil inspeksi beberapa ahli BI yang mengacu pada seluruh faktor perbaikan dashboard BI PT XYZ. Adapun saran penelitian di antaranya adalah meningkatkan efisiensi, kecepatan akses, fleksibilitas,, user`s satisfaction melalui dashboard yang user friendly, dan perbaikan beberapa error serta penambahan fitur help sebagai informasi
penggunaan dashboard. Seluruh saran penelitian menjadi rekomendasi peneliti dan telah divalidasi oleh beberapa ahli BI.

ABSTRACT
PT. XYZ is a company that engaged in aircraft maintenance or what is called Maintenance Repair Overhaul (MRO). Dashboards Business Intelligence (BI) is present in the middle of the company`s business and is expected to be able to provide accurate data quickly for strategic decision making activities by company leaders. Initial expectations of the two projects were able to provide fast and certainly accurate dashboards data. Reality shows the data used to support strategic analysis and decision making activities is not fast for approximately 3 years BI dashboards are implemented. One reason is the low usability of
BI dashboards which is the focus of research problems. The research objective is to get the factors causing the low dashboard usability at PT. XYZ and any improvements to improve dashboard usability is low. The study was conducted using a mixed method between the user testing questionnaire and heuristic evaluation and inspection conducted by respondents. The results of the two methods are the factors that influence the usability of low dashboards. These factors include flexibility, efficiency, error detected, error control and help, user satisfaction, and application`s behavior that will provide recommendations for PT XYZ based on the results of inspections from BI experts. Research suggestions were obtained based on the results of inspections from several BI experts which referred to all factors of BI XYZ dashboard improvement. The research recommendations include increasing efficiency, speed of access, flexibility, user`s satisfaction through a user friendly dashboard, and fixing some errors and adding help features as a dashboard usage information. All research recommendations are recommended by researchers and have been validated by several BI experts."
Jakarta: Fakultas Ilmu Komputer Universitas Indonesia, 2020
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UI - Tugas Akhir  Universitas Indonesia Library
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Muhammad Alibaba
"Asuransi merupakan industri yang berbasiskan pada layanaan produk baik asuransi jiwa maupun asuransi umum. Pembuatan produk sangat mengandalkan prediksi untuk penentuan tarif premi, khusus untuk asuransi jiwa prediksi mencakup: prediksi mortalitas, morbiditas, tingkat investasi dan biaya-biaya yang diambil dari premi yang dibayarkan nasabah. Volume data yang besar dan berada pada tempat yang terpisah menyulitkan untuk proses analisis dan membutuhkan waktu yang relatif lama. Untuk membantu melakukan analisis dan prediksi diatas salah satunya dengan menggunakan Business Intelligence yang merupakan salah satu tools untuk melakukan prediksi dibantu dengan analisis dari data mining yang sumber datanya diambil dari data warehouse berbasis model dimensional dan merupakan kumpulan data operasional yang terintegrasi. Pemodelan data warehouse sendiri tidak terlepas dari analisis proses bisnis dan analisis data operasional yang tersimpan. Untuk analisis proses bisnis digunakan tehnik value chain yang dapat menggambarkan aktifitas utama organisasi dan aktifitas pendukungnya dibantu dengan tehnik analisis balanced scorecard untuk menentukan indikator-indikator utamanya. Data yang digunakan terdiri dari analisis dimensi produk asuransi yang dijual, polis yang diterbitkan dan klaim yang terjadi, selanjutnya dibantu dengan visualisasi pola yang dihasilkan data mining dapat diambil kesimpulan mengenai pola-pola yang terjadi dimasa mendatang tentang penjualan produk, klaim dan polis yang terbit.
Insurance is one of industries which is based on product services, life insurance and general insurance. Products are created rely on prediction in determining prime cost. Especially for life insurance, the prediction consists of that is contains of mortality rate, morbidity rate, investment rate and cost earned from customers prime. In insurance industry, data volume is big and located in separated systems. This condition will make product services analysis difficult and need a lot of time. To help enhance the analysis and prediction, Business Intelligence. It could be used as a tool which do the prediction with data mining analysis which source came from data warehouse. The data warehouse is based on dimentional model and it is a set of integrated operational data. Data warehouse?s model itself was unseparated from business process analysis and stored operational data analysis. The value chain technique was used to analyze business process that can describe organizations general activity and its supported activity. Balanced scorecard was used to determine the main indicators. Data used in this study came from the result of sold insurance product dimension analysis, published policy and claim. Next, data mining is used for classification visualization resulted. The result of analysis was integrated-data that was individual life, group life dan health onto data warehouse. The integrated data was classified with predictive value technique that created sold-product model, claim model, and published policy model."
Depok: Fakultas Ilmu Komputer Universitas Indonesia, 2009
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UI - Tesis Open  Universitas Indonesia Library
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Bisma Nusantara
"Thesis ini membahas desain dan penerapan Business Intelligence (BI) di PT. XYZ dengan fokus pada Departemen Commercial sebagai langkah awal dalam penerapan BI system secara keseluruhan di PT.XYZ. Jenis tesis ini adalah penelitian aplikasi bisnis yang bertujuan menerapkan analisis bisnis, infrastruktur, data dan pengaruhnya terhadap manajemen. Hasil akhir dari thesis ini adalah purwarupa BI system yang bertujuan untuk meyakinkan manajemen PT. XYZ untuk melangkah lebih lanjut dalam penerapan BI system. Tesis ini menunjukkan bahwa sangat memungkinkan menerapkan BI system di PT. XYZ dan kualitas dari prosess pembuatan keputusan di PT. XYZ juga dapat ditingkatkan melalui BI System ini sehingga mendukung untuk mempertahankan daya saing menghadapi ancaman bisnis domestik dan global.

This thesis discusses the design and implementation of Business Intelligence (BI) in PT.XYZ that is focused on Commercial Department as the first step of the overall BI system implementation in PT. XYZ. The thesis is a business application research that has purposes to conduct business, infrastructure, data analysis and management impact analysis. The final result will be the BI system prototype that is aimed to convince PT. XYZ managements to step further in BI system Implementation. The thesis shows that it is very feasible to implement BI in PT.XYZ and the quality of decision making process of PT. XYZ can also be improved that supports in maintainng the competitiveness of the company facing the domestic and global business threats.
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Depok: Fakultas Ekonomi dan Bisnis Universitas Indonesia, 2013
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UI - Tesis Membership  Universitas Indonesia Library
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Ajie Tri Hutama
"Meningkatnya kebutuhan untuk pengambilan keputusan bisnis yang efektif dan tepat waktu pada pasar yang kompetitif telah mendorong perusahaan untuk mengadopsi sistem Business Intelligence (BI). Keberhasilan adopsi teknologi BI memungkinkan organisasi memiliki efektivitas bisnis dan investasi Teknologi Informasi (TI) yang lebih baik. Pada organisasi yang baru mengadopsi teknologi BI, proyek implementasi sistem BI seringkali mengalami kegagalan. Pada organisasi yang telah mengimplementasikan sistem BI, seringkali juga gagal dalam mendapatkan manfaat penuh dari sistem BI. Pengukuran tingkat kematangan adalah suatu metode yang populer untuk mengukur sebuah organisasi melalui perspektif proses, sumber daya manusia, dan data dalam penerapan suatu sistem tertentu. Tujuan dari penelitian ini adalah untuk mengukur sejauh mana sistem BI diterapkan di sebuah perusahaan otomotif Indonesia melalui kacamata kematangan organisasi dan faktor mana yang perlu ditingkatkan. Dalam hal ini, model kematangan Business Intelligence (biMM) yang dikembangkan oleh Dinter diadopsi untuk menetapkan tingkat kematangan BI di sebuah perusahaan otomotif Indonesia. Studi ini pada akhirnya menjawab tingkat kematangan implementasi sistem BI di sebuah perusahaan otomotif di Indonesia dan faktor-faktor yang perlu ditingkatkan beserta rekomendasi terhadap hal tersebut.

The increasing need for effective and timely business decision making in a competitive market has driven companies to adopt Business Intelligence (BI) systems. Successful adoption of BI technology enables organizations to have better business effectiveness and Information Technology (IT) investments. In organizations that have just adopted BI technology, BI system implementation projects often fail. In organizations that have implemented BI systems, they often fail to get the full benefits of BI systems. Maturity level measurement is a popular method for measuring an organization through the perspective of processes, human resources, and data in the implementation of a particular system. The purpose of this study is to measure the extent to which the BI system is implemented in an Indonesian automotive company through the lens of organizational maturity and which factors need to be improved. In this case, the Business Intelligence (biMM) maturity model developed by Dinter is adopted to determine the maturity level of BI in an Indonesian automotive company. This study ultimately answers the maturity level of BI system implementation in an automotive company in Indonesia and the factors that need to be improved along with recommendations for this."
Depok: Fakultas Ilmu Komputer Universitas Indonesia, 2023
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UI - Tugas Akhir  Universitas Indonesia Library
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Ejo Imandeka
"Business Intelligence merupakan salah satu trend teknologi dalam mendukung analisis dan pengambilan keputusan yang strategis di organisasi. Banyak organisasi yang menyatakan berhasil melakukan adopsi BI, banyak pula yang melaporkan kegagalan pasca adopsi. PT Taspen Persero memiliki permasalahan terhadap penggunaan BI, trend penggunaan BI menunjukkan penurunan hingga mencapai 16 di akhir tahun 2015. Berdasarkan fakta tersebut perlu dilakukan analisis mengenai faktor-faktor yang memengaruhi kelangsungan penggunaan BI di Taspen. Penelitian ini menggunakan pendekatan kuantitatif melalui penyebaran kuisioner kepada para pengambil keputusan dan pengguna BI di Taspen. Dari hasil pengumpulan data, didapatkan responden penelitian sejumlah 195 responden yang kemudian dianalisis dengan menggunakan Covariance Based SEM CB-SEM dengan bantuan perangkat lunak IBM Amos v22. Penelitian ini mengajukan sebuah model kerangka pemikiran dengan mengkombinasikan faktor Eksternal External Stimuli, Internal Internal Stimuli Afektif Affective Response, dan Kognitif Cognitive Response terhadap kelangsungan penggunaan BI Behavioral Response. Hasil dari penelitian ini menunjukkan Information Integration merupakan faktor yang paling signifikan dari sisi eksternal dalam membentuk pengaruh terhadap kelangsungan penggunaan, selain itu faktor yang paling signifikan dalam membentuk pengaruh terhadap kelangsungan penggunaan BI dari sisi perceive of usefulness yaitu increase productivity. Faktor relatedness dan trust juga memiliki pengaruh terhadap kelangsungan penggunaan continuance use BI, namun faktor organisasi yang diwakili oleh influence organization dan influence peers tidak memiliki pengaruh terhadap kelangsungan penggunaan continuance use BI. Hasil dari penelitian ini juga diharapkan dapat mendukung studi terkait kelangsungan penggunaan BI dan menjadi rekomendasi perbaikan program kerja BI pada ITMP Taspen 2015-2016.

Business Intelligence BI is a technology trend that support the analysis and strategic decision making in an organization. Many organizations are declared successful adoption of BI, many also report the failure of post adoption. PT Taspen Persero has an issue related to the continuance usage intention of BI. BI usage trend showed a decrease of up to 16 at the end of 2015. Based on these facts, need to do a study of the factors influencing BI continuance usage intention at Taspen. This study uses a quantitative approach through the distribution of questionnaires to decision makers and users of BI. The questionnaires consisting of 38 items were distributed online and offline, and 195 responses were collected and analyzed. The results of this study indicate information integration and perceive of usefulness factors were the most influencing factor on the continuance usage intention of BI, Relatedness and trust factors also have an influence on the continuity of use continuance use BI, but organizational factors represented by the organization and peers influence have no effect on thecontinuance use of BI. The study proposed a model that combines external factors, internal factors, affective response, and cognitive response of BI. The results of this study shows integration of information, increasing productivity, and advanced reporting as factors that have strong influence to the continuance usage intention of BI. It is expected to support related studies, provide recommendations for improvements of BI, and evaluate BI work program on ITMP Infromation Technology Master Plan ."
Depok: Fakultas Ilmu Komputer Universitas Indonesia, 2017
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UI - Tugas Akhir  Universitas Indonesia Library
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Arief Hamdani Gunawan
"As the result of business globalization and telecommunication deregulation, today the competition condition in Indonesia telecommunication involved not only national private sectors but also other country state owned enterprises. TELKOM today is the only one national flag carrier of Indonesia that competes in the domestic for telecommunications products as well as telecommunications services. Hence, it is mandatory fix TELKOM to implement competitive intelligence based on survivability and probity mason to east in the competitive environment.
The essential products of competitive intelligence are strategic recommendation and tactical recommendation. Competitive analysis and competitor analysis can be used as the powerful engine for competitive intelligence analysis, because both of them can analyzes maims and positions in the competitive environment.
There are two main objectives of the thesis. Fast is to build competitive strategy recommendation based on Competitive Analysis on TELKOMFlexi-Jakarta. The recommendation is the guidance for strategic level implementation. Second is to build product/service portfolio recommendation based on competitor analysis on TELKOMFlexi-Jakarta. The recommendation is the guidance for tactical level implementation.
All the analysis is the based on the case study of TELKOMFlexi-Jakarta and its external environment. Soon or later TELKOMFlexi-Jakarta will become the product to deliver central of gravity of TELKOM. Moreover, Jakarta contributes the highest revenue for various businesses including telecommunication field, therefore Jakarta exists as the most competitive environment not only in telecommunication but also in other businesses sectors.
The theoretical background for the thesis is based on inters disciplinary approach. Firstly is intelligence system that also related with marketing intelligence and business intelligence, then followed by competitive intelligence theory. Moreover, TELKOMFlexi is one of the latest cellular network services therefore in the next part of the literature review explains about cellular networks background. The last part of the literature review describes strategic synthesis; the synthesis is used as the main outcome in the analysis.
As organizational background, the thesis explains critical review of relevant theories/models then follows by the explanation of critical review of relevant policies and critical review of existing studies. For better understanding of the in Indonesia cellular networks competition in the last part pout out Indonesia cellular networks competition map. In the last part, the organizational background describes organization response for implementing competitive intelligence.
The analysis of the thesis is based on competitor analysis and competitive analysis as the competitive intelligence analysis in TELKOM. The first part of the analysis introduces the subject of research methods and research techniques. The next parts are competitive analysis and competitor analysis.
The analysis that is based on the competitor analysis should be done in a shorter time rather than the analysis based on the competitive analysis. The reason is the result of SWOT analysis as well as product and service analysts is only the current analysis, so it can not be projected in the long period. Therefore product/service portfolio recommendation is published in the short period rather than competitive strategy recommendation based on competitive analysis.
The competitive strategy recommendation gives the consideration that TELKOMFlexi should focus on surprises strategy, responsiveness strategy and development strategy, regardless the zone. Meanwhile, product/service portfolio recommendation focuses on aggressive strategy, diversification strategy, aggressive strategy, and defensive strategy. The used of the competitive strategy recommendation and development strategy are related with the real condition and position respects to exacting service in particular product on specific geographical area."
Depok: Program Pascasarjana Universitas Indonesia, 2006
T18370
UI - Tesis Membership  Universitas Indonesia Library
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Niko Ibrahim
Depok: Rajawali Press, 2023
658.472 NIK s
Buku Teks  Universitas Indonesia Library
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Lumempouw, Geysbert Josua
"Tesis ini membahas mengenai strategi persaingan PT Garuda Indonesia dalam Menghadapi ASEAN Open Sky 2015, karena kompetisi persaingan akan berubah ketika kebijakan tersebut diberlakukan. Ketika Batik Air mengancam eksistensi Garuda Indonesia di pasar penerbangan Full Service Carrier, Garuda Indonesia juga akan menghadapi lawan – lawan yang baru seperti Singapore Airlines atau Malaysia Airlines yang memiliki segmentasi pasar yang sama dengan Garuda Indonesia. ASEAN Open Sky 2015 memberikan peluang untuk adanya rute – rute potensial yang baru bagi Garuda Indonesia di ASEAN tapi juga memberikan ancaman besar ketika pasar penerbangan komersil di Indonesia juga bisa dimasuki oleh maskapai penerbangan Asia Tenggara yang lain.
Penelitian ini menggunakan analisis Rantai Nilai, analisis STEEP, analisis 5 Kekuatan Porter, analisis SWOT, Model Bisnis Canvas dan Pemetaan Kompetitif (Competitive Mapping). Hasil penelitian menunjukkan bahwa Garuda Indonesia dengan grand strategy yang sudah ada masih memerlukan beberapa strategi alternatif karena strategi yang ada sekarang belum cukup efektif untuk menghadapi persaingan yang baru. Untuk itu diperlukan beberapa strategi alternatif antara lain penetrasi pasar dan penambahan armada, pembukaan hubport baru, kerjasama dengan tourism board, penggunaan one on one marketing dan promosi pemakaian produk dalam negeri.

This thesis discusses the competitive strategies of PT Garuda Indonesia Facing ASEAN Open Sky 2015, due to the competition of competition will change when the policy is enforced. When Batik Air threatened the existence of Garuda Indonesia in Full Service Carrier aviation market, Garuda Indonesia will also face new opponent like Singapore Airlines or Malaysia Airlines, which has similar market segmentation. ASEAN Open Sky 2015 provides an opportunity of potential new routes services for Garuda Indonesia in ASEAN, but also a big threat when the commercial aviation market in Indonesia can also be entered by the the other airline in Southeast Asian.
This research using Value Chain analysis, STEEP analysis, Five Forces Porter analysis, SWOT analysis, Business Model Canvas and Competitive Mapping. Result of this research showed the existing Grand Strategy of Garuda Indonesia still requires some alternative strategies because the current strategy is not effective yet to face the new competition. It is necessary for some alternative strategies, that is market penetration and the addition of fleet, opening new hubport, cooperation with tourism board, one on one marketing and promotion of using domestic products.
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Depok: Program Pascasarjana Universitas Indonesia, 2013
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UI - Tesis Membership  Universitas Indonesia Library
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"Classification analysis is considered one of the most important areas of pattern recognition and data mining . It has been used in many industries to istablish a structure or model based on raw data...."
Artikel Jurnal  Universitas Indonesia Library
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Septia Zul Putra
"ABSTRAK
Teknologi Blockchain telah menjadi penemuan fenomenal sejak penggunaannya pada Bitcoin, sebuah mata uang kripto yang diciptakan di bawah nama samaran Satoshi Nakamoto. Beberapa negara telah melarang transaksi Bitcoin karena beberapa alasan, namun teknologi Blockchain terus berkembang sebagai inovasi terdepan. Berangkat dari analisis Intelijen Bisnis, penelitian ini menggunakan pendekatan campuran kuantitatif dan kualitatif. Berbeda dari penelitian-penelitian sebelumnya yang berfokus pada teknologi dan pergerakkan harga Bitcoin, penelitian ini mencoba memberikan sebuah penjelasan daris udut pandang Ketahanan Nasional mengenai implikasi Bitcoin dan Blockchain terhadap ketahanan ekonomi Indonesia. Data kuantitatif dengan analisis Vector Autoregressive (VAR) menemukan bahwa Bitcoin berpengaruh signifikan negatif terhadap Balance of Payment Indonesia baik dalam jangka pendek maupun jangka panjang. Data kualitatif menambahkan bahwa fungsi utama Bitcoin di Indonesia adalah sebagai instrumen investasi dan bukan sebagai alat pembayaran. Analisis Intelijen Bisnis dengan efek LOFT menyimpulkan bahwa Bitcoin memiliki potensi untuk melemahkan ketahanan ekonomi Indonesia sedangkan Blockchain dapat menjadi pondasi utama revolusi industri di Indonesia.

ABSTRACT
Blockchain technology has been a phenomenal discovery since its performance on Bitcoin, a crypto currency founded under the pseudonym of Satoshi Nakamoto. Several countries have banning Bitcoin transactions due to some reasons, yet Blockchain technology continue to evolve as a cutting-edge innovation. Drawing on Business Intelligence, this research uses quantitative and qualitative approach. Unlike previous studies in which too technology and price moves oriented of Bitcoin, this study attempts to provide an overview of the implications of Bitcoin and Blockchain on Indonesias economic resilience. Quantitative data with Vector Autoregressive (VAR) model found that Bitcoin significantly affects Indonesias Balance of Payment in both short and long term. Qualitative data reveals that the prominent function of Bitcoin in Indonesia shifted from its original purpose as means of payment to investment instrument. Business Intelligence Analysis with LOFT effect concludes that Bitcoin has the potential weaken Indonesias economic resilience while Blockchain can be the foundation of Indonesias major industrial revolution.

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2018
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UI - Tesis Membership  Universitas Indonesia Library
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