Judul: Analisis potensi dan pengelolaan perikanan dalam perspektif ketahanan pangan di wilayah pesisir Kabupaten Lampung Barat
Abstrak: Fish as a nutritious foodstuff with high protein and essential amino acids is neeff{t by human beings for growth and intelligence. Therefore, it is necessary for the ~vernment to make sure the availability offish for the people's consumption. The ~astal zone of West Lampung Regency is rich in fishery resources potential; however, the utilization has not been optimum yet. In line with this, it is "tI impQtant to fonnulate a good strategy to achieve optimum and sustainable fishe!.ies management. The aim of this study was to analyze the potential resom-ces and management of fisheries during the periods of 2003-2007 at the coasil zone of West Lampung. This study was to collect primary and secondary data~at were analyzed using SWOT. SWOT analysis is a technique used to idenSfy various factors systematically in order to fonnulate a management strat~y. SWOT analysis is based on the reasoning to maximize the strengths and opp<!tunities, and at the same time to minimize the weaknesses and threats. The resu@! showed that the total score for internal factor (strengths-weaknesses) was 0.23~d the total score for external factor was -0.32 (opportunities-threats); whici placed the fisheries management at the coastal zone of West Lampung rege~y in the second quadrant position. This meant that the support for condticting a diversification strategy, in which strengths are used to deal with threats. The priority of alternative strategy carried out for optimum and sustainable fisheries management was to develop aquaculture (fresh water and estuary), to resolve conflicts of interest on natural resources used at the coastal zone of West Lampung, and to improve the involvement of fonnal and non fonnal institutions in implementing environment friendly efforts as well as in resolving environmental degradation problems.
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Judul: mplementation Analysis of the Coastal Fishery Resources Management Strategic Plan  in Lampung Province
Abstrak: Penelitian ini bertujuan untuk (1) Menentukan prioritas alternatif strategi pengelolaan sumberdaya perikanan pantai Lampung; (2) Mengevaluasi implementasi Rencana Strategjs yang terkait dengan pengelolaan sumberdaya perikanan pantai oleh Dinas Kelautan dan Perikanan Provinsi Lampung dan Dinas Perikanan dan Kelautan Kabupaten Lampung Selatan; (3) Mengevaluasi tingkat partisipasi Pemda di dalam mengadopsi Rencana Strategis Pengelolaan Pesisir yang terkait dengan pengelolaan sumberdaya perikanan pantai di daerahnya; dan (4) Melihat kesesuaian program dari Rencana Strategis Pesisir Lampung dengan program pengelolaan sumberdaya perikanan yang disusun oleh Dinas Kelautan dan Perikanan Provinsi Lampung dan Dinas Perikanan dan Kelautan Lampung Selatan. Penelitian dilakukan selama 4 empat bulan, yaitu bulan Juni-September 2002. Penelitian diawali dengan kajian literatur pada bulan Juni, kemudian dilakukan penelitian lapangan pada bulan Juli-Agustus dan pada Bulan September dilakukan verifikasi (lokakarya) dengan stakeholder. Analisis data terdiri atas tiga jenis, yaitu (1) Analisis Hierarchy Process (AHP); (2) Analisis tingkat implementasi Rencana Strategis Pengelolaan Sumberdaya Pesisir Lampung dengan pendekatan skor dan pembobotan; dan (3) Analisis Statistika dengan menggunakan uji Peringkat Spearman untuk menguji apakah terdapat perbedaan dalam mengimplementasikan Rencana Strategis antara Provinsi Lampung dan Kabupaten Lampung Selatan; Hasil penelitian yang disimpulkan adalah (1) Urutan prioritas optimasi Renstra Perikanan adalah : Pertama Peningkatan Koordinasi antar Instansi dalam Pengelolaan Usaha Perikanan; kedua Penyediaan Sarana dan Prasarana Usaha Perikanan Tangkap dan Budidaya; ketiga Peningkatan Pendapatan Hasil Usaha Perikanan; (2) tingkat implementasi/partisipasi pemda dalam melaksanakan Renstra Pesisir adalah sedang; dan (3) tidak terdapat perbedaan implementasi antara Dinas Kelautan dan Perikanan Provinsi Lampung dengan Dinas Perikanan dan Kelautan Lampung Selatan., This research hasfour specific objectives in its title: (]) to determine alternative management strategy priority for coastal fishery in Lampung; (2) to evaluate a coastal strategic plan related coastal fishery resources management by Provincial/Kabupaten Fishery Agencies (DKP); (3) to evaluate level of local government participation in adopting provincial coastal strategic plan related to fishery management; (4) to assess program suitability between Provincial Fishery Agency and Regency of South Lampung Fishery Agency. This research has been conducted during June until September 2002, which was started by literature review and desktop study for one month. Then, field survey was carried out during July and August. Finally, verification of the information was held during stakeholders workshop on September 2002. There are three qf data analysis, which are: (1) the Analytical Hierarchy Process (AHP); (2) Implementation level analysis of the coastal strategic plan using scoring and weighting approach; (3) statistical ana(ysis using "Spearman rank test" to know the different of strategic plan implementation between two level of government institution. The research outputs showing that the sequence of optima/ion priority of the.fishery strategic planning are: firstly is to increase coordination amongst institutions in fishery management, secondly is to support on the m>ailability of fishery infrastructures, and thirdly to increase fishery business revenue. This research is also showing the level of strategic plan implementation level is categorized as "moderate". Last�����v, this study indicate that there is no sign{ficant dffferent between two level government institution in implementing the strategic plan.
Keyword: Coastal strategic plan, Fisheries management, Strategic Plan of Dinas, Implementation of Strategic Plan, AHP

Judul: Quantum Convolutional Neural Network (QCNN) for Classification Brain Tumor MRI Image
Abstrak: Penelitian ini bertujuan untuk mengembangkan model deteksi tumor otak menggunakan citra MRI dengan metode Quantum Convolutional Neural Network. Data yang digunakan adalah citra MRI otak yang terdiri dari citra tumor otak glioma, meningioma, hipofisis, dan negatif tumor yang dibagi kedalam data latih dan uji dengan rasio 80:20. Selanjutnya data latih dilakukan penyeimbangan dengan teknik oversampling. Dilakukan pengembangan model untuk mendeteksi tumor otak (biner), dan juga model untuk mengklasifikasikan jenis tumor otak (multiclass). Parameter yang digunakan dalam pengembangan model adalah jumlah ukuran filer = 2 dan kedalaman = 4, dengan qubit 4, dan dilatih dengan jumlah epoch sebanyak 10. Data akan diproses dengan metode Quantum Convolutional Neural Network yang terdiri dari lapisan quantum convolution, lapisan flatten, dan lapisan dense. Model multiclass mendapatkan akurasi 52%, setelah data latih diseimbangkan akurasi model meningkat menjadi 62%, sedangkan model biner mendapatkan akurasi 88%, setelah data latih diseimbangkan akurasi model meningkat menjadi 89%.
Keyword: Citra MRI, Klasifikasi Citra, QCNN, Tumor Otak