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Sistem Pendukung Keputusan Klinis dengan Memanfaatkan Jaringan Syaraf Tiruan Untuk Mendeteksi Stadium Penderita Kanker Paru-Paru Jenis Karsinoma Bukan Sel Kecil

IJCCS - Indonesian Journal of Computing and Cybernetics Systems Vol 5, No 2 (2011): IJCCS
Publisher : Indonesian Computer, Electronics, and Instrumentation Support Society (IndoCEISS)

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Abstract

Abstract-- Lung cancer is leading cause of death in the cancer group. In general, lung cancer has some symptoms, but at an early stage, symptoms are not perceived by the patient. As a result, when patients go to hospital, lung cancer has been diagnosed in middle or high stage. For early detection of lung cancer, necessary a decision support system based on computerized technology that can be utilized by doctor needed to detection lung cancer. The clinical decision support system will help to determine specific medical treatment. The clinical decision support system capable to know data input and produce output result by learning process. The learning process is  part of process in artificial neural network (ANN). Many methods used in ANN as Backpropagation (BP)learning algorithm. BP used to produce output result in decision support system. Keywords-- lung cancer, stage, clinical decision support systems, neural network, multilayer perceptron, backpropagation algorithm

TANGGUNG JAWAB PIDANA PELAKU USAHA AKIBAT KERACUNAN MAKANAN

LEX CRIMEN Vol 4, No 8 (2015): Lex Crimen
Publisher : LEX CRIMEN

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Abstract

Tujuan dilakukannya penelitian ini adalah untuk mengetahui bagaimana penerapan Hukum Perlindungan Konsumen di Indonesia dan bagaimanakah Proses Pembuktian dan Pertanggung jawaban pidana terhadap adanya korban keracunan makanan. Dengan metode penelitian hukum normatif disimpulkan bahwa: 1. Memperhatikan substansi ketentuan Pasal 19 Ayat(2) Undang-Undang Nomor 8 Tahun 1999 Tentang Perlindungan Konsumen sesungguhnya memiliki kelemahan yang sifatnya merugikan konsumen, terutama dalam hal konsumen menderita suatu penyakit. Ini dapat dilihat pemberian sanksi hanya sebatas penggantian kerugian ataupun sanksi administrasi berupa pencabutan izin usaha saja sehingga dalam pemenuhan rasa keadilan dari pihak korban belum sepenuhnya tercapai. 2. Dari pembahasan di atas, penyidik menggunakan proses pembuktian dengan cara mengambil hasil tes dari dokter dan lab, hasil visum, serta keterangan dari pihak konsumen yang menjadi korban keracunan makanan, lalu di proses kembali melalui bantuan BPOM. Dari situ kita dapat melihat bahwa makanan tersebut mengandung zat-zat berbahaya atau tidak. Dalam pemenuhan rasa keadilan terhadap korban hanya berupa ganti kerugian berupa nilai dari suatu barang dan jasa atau berupa biaya kesehatan. Hak-hak konsumen sebagaimana disebutkan dalam Pasal 4 Undang-undang Perlindungan Konsumen lebih luas daripada hak-hak dasar konsumen. Kata kunci: pelaku usaha, keracunan makanan

VILLA RESORT BATU BELIMBING DI KOTA SINGKAWANG

Jurnal Online Mahasiswa S1 Arsitektur UNTAN Vol 6, No 1 (2018): Jurnal Online Mahasiswa S1 Arsitektur Universitas Tanjungpura
Publisher : Program Studi Arsitektur Fakultas Teknik Universitas Tanjungpura

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Abstract

Pariwisata mempunyai peranan penting bagi pertumbuhan ekonomi suatu daerah. Daerah tersebut merupakan daerah yang memiliki banyak objek wisata. Salah satu tujuan wisata yang saat ini sedang banyak diminati wisatawan adalah wisata alam. Terdapat suatu daerah yang memiliki potensi wisata alam berupa pegunungan yang terletak di Kota Singkawang, tepatnya terletak di Kelurahan Nyarumkop. Pada kelurahan ini terdapat potensi alam yang sedang berkembang dan dapat di manfaatkan ke-eksistensiannya yaitu Batu Belimbing. Tidak tersedianya infrastruktur & fasilitas pendukung seperti penginapan membuat berkurangnya minat wisatawan untuk menginap. Faktor ini merupakan hal penting bagi wisatawan agar merasa nyaman, aman, tenang dalam menginap ataupun beraktivitas yang ditunjang dengan tersedianya ruang terbuka hijau pada kawasan Villa resort Batu Belimbing di Kota Singkawang. Perencanaan dan perancangan Villa resort menerapkan unsur Arsitektur Tropis sebagai elemen-elemen dalam merancang dikarnakan pada daerah ini memiliki iklim yang cukup ekstrim. Villa resort Batu Belimbing di Kota Singkawang diharapkan menjadi ikon baru dalam sektor pariwisata yang dapat meningkatkan pertumbuhan ekonomian dan wisata di Kota Singkawang baik secara lokal maupun skala internasional. Kata kunci: Pariwisata, Villa resort, Arsitektur Tropis

RANCANG BANGUN SISTEM PENDUKUNG KEPUTUSAN SELEKSI PENERIMAAN TENAGA PENGAJAR DENGAN METODE FUZZY INFERENCE SYSTEM (FIS) MAMDANI

Jurnal Informatika Vol 14, No 1 (2014): Jurnal Informatika
Publisher : IIB Darmajaya

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Abstract

The process of acceptance of lectures in STAH Lampung has an obstacle which is the duration of the data management process and subjectivity of decision taking especially because some of candidates which do not have different ability. This obstacle impacts in the duration of decision making process for lectures acceptance. Fuzzy logic is used as a way to map the problem from  input to output, the process of decision taking of lectures acceptance is using Mamdani Fuzzy method which is known as max-min method. The input variables that are used are IPK, experience, interview, and the interest variables while the output is final score. The selection process troughs several steps which are fuzzy group creating, implication function application, the rules composition, and defuzzy. This decision supporting system of lectures acceptance selection by using Mamdani FIS is able to give the specific and right score which is suitable with institution standard z ≥ 50 score.Key Words : STAH, Lecture, Decision Supporting System

KEKERASAN VERBAL DALAM UNGKAPAN MAKIAN OLEH MASYARAKAT DI DESA KOTO LAWEH KECAMATAN TANJUANG BARU KABUPATEN TANAH DATAR

Bahasa dan Sastra Vol 5, No 2 (2018): SERI B
Publisher : Jurusan Bahasa dan Sastra Indonesia FBS Universitas Negeri Padang

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Abstract

This research was conducted to describe (1) forms of expression of insult, (2) the function of expression, (3) the context of the use of expression of verbal abuse in the village of Koto Laweh Subdistrict Tanjuang Baru Tanah Datar District. This type of research is qualitative research using descriptive method. The subject of this study is a sentence or speech that contains the expression of insults used by the community in the Village Koto Laweh Tanjuang Baru District Tanah Datar. The data taken are analyzed by the following steps: (1) transcribing existing data from various sources into written language, ie from recorded data, interviews, and observations, (2) classifying forms of insults by function and context, (3) ) analyzing the data according to the research objectives, (4) formulating the research findings. There are three findings in this study. First, based on the form, the expression of insults in the verbal violence used by the community in Koto Laweh Village Tanjuang Baru Sub District can be classified into two types (a) expressions of word-shaped, (b) phrase-shaped expressions. Secondly, based on the phrase function of acquired speech in the village of Koto Laweh, there are 7 functions of expression, (1) as a means of expressing resentment, (2) expressing strong and extreme emotions, (3) as joke, means of expressing social intimacy, (5) insulting, (6) expressing frustration and irritation, (7) means of expression of amazement. Third, on the basis of forms of expression it is used in all contexts with reference to four speech situations, ie (a) higher speakers of the position and the relationship is familiar, (b) the speaker is higher in rank and the relationship is not familiar, (c) the speaker is more low his position and the relationship is familiar, (d) the speaker is inferior to his position and the relationship is not familiar.Keywords: form, function, context, invective

Sistem Pendukung Keputusan Klinis dengan Memanfaatkan Jaringan Syaraf Tiruan Untuk Mendeteksi Stadium Penderita Kanker Paru-Paru Jenis Karsinoma Bukan Sel Kecil

IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 5, No 2 (2011): July
Publisher : IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.

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Abstract

Abstract-- Lung cancer is leading cause of death in the cancer group. In general, lung cancer has some symptoms, but at an early stage, symptoms are not perceived by the patient. As a result, when patients go to hospital, lung cancer has been diagnosed in middle or high stage. For early detection of lung cancer, necessary a decision support system based on computerized technology that can be utilized by doctor needed to detection lung cancer. The clinical decision support system will help to determine specific medical treatment. The clinical decision support system capable to know data input and produce output result by learning process. The learning process is  part of process in artificial neural network (ANN). Many methods used in ANN as Backpropagation (BP)learning algorithm. BP used to produce output result in decision support system. Keywords-- lung cancer, stage, clinical decision support systems, neural network, multilayer perceptron, backpropagation algorithm

Rule Based Reasoning for Student Learning Styles Identification

Prosiding International conference on Information Technology and Business (ICITB) 2017: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 3
Publisher : Prosiding International conference on Information Technology and Business (ICITB)

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Abstract

Learning styles could determine the effectiveness of the learning process as the dominant trend or type of student learning styles in tune with the type and character of his brain. Differences in learning styles in the classroom can lead to gaps in the classroom because of the differences in  absorption of information based on the learning styles of each student. Based on the gaps in the classroom, we need a system that can grouping students to maximize the absorption of information when learning takes place. The process of grouping students will be divided into two stages: the application of a rule-based reasoning methods and  the use of the type of grouping.Tthe process of rule-based reasoning has 12 rules with variable auditory, visual and kinesthetic. Percentage of each variable and  the tendency of learning styles and  their advice  of students learning methods, from will be grouping in partitional clustering and the non-exclusive clustering. Questionnaire is done by  twenty users, first  user fill  the questionnaire with the percentage of 15% Auditory, 20% Visual and  65%  Kinesthetic so that the first  user has concluded Kinesthetic learning style. Clustering can maximize the absorption of information because the learning methods are applied  in accordance with learning styles of  students in a class. Keywords: Questionnaire, Rules, and Knowledge Base

RANCANG BANGUN MOBILE RESERVATION HEMODIALISIS DENGAN METODE SHORTEST JOB FIRST (SJF) PADA RUMAH SAKIT GRAHA HUSADA BANDAR LAMPUNG

Prosiding Seminar Nasional Darmajaya Vol 1 (2017): SEMNAS IIB DARMAJAYA
Publisher : Prosiding Seminar Nasional Darmajaya

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Abstract

Hemodialisa merupakan proses dialisis atau pencucian darah yang dilakukan pada orang yang ginjalnya tidak mampu lagi untuk melakukan penyaringan terhadap darah. Proses ini menyita waktu yang cukup banyak antara 4 samapai dengan 5 jam dimana setiap minggu nya pasien harus melakukannya sebanyak 3 sampai 5 kali. Lama waktu, jumlah alat, dan jumlah pasien yang tidak berimbang mengakibatkan lamanya proses antrian yang harus dihadapi oleh pasien. Aplikasi reservasi hemodialisis ini dirancang agar pasien dapat mendaftarkan dirinya untuk hemodialisa tanpa harus datang ke rumah sakit, sehingga pasien tidak perlu lelah mennggu di rumah sakit sebelum antriannya sampai. Selain itu aplikasi ini juga mencoba menerapkan metode shortest job first pada antrian, sehingga dapat memilah antrian pasien berdasarkan lama waktu pasien melakukan hemodialisa yang tercepat, sehingga waktu tunggu antara satu pasien dengan pasien lain menjadi lebih cepat. Aplikasi moble reservation hemodialisis ini akan dibangun berbasis android sehingga dapat digunkan dengan mudah oleh kalangan muda dan tua sekalipun. Dengan aplikasi ini diharapkan dapat memaksimalkan efisiensi waktu antrian pasien pada unit hemodialisis di ruma sakit Graha Husada Bandar Lampung. Kata Kunci : Reservation, Hemodialisis,Shortest Job First.

PENENTUAN JARAK PADA APLIKASI E-TOURISM BERBASIS ANDROID SEBAGAI STRATEGI PROMOSI PARIWISATA LAMPUNG

JUPITER (Jurnal Penelitian Ilmu dan Teknik Komputer) Vol 8, No 2 (2016): Jupiter Oktober 2016
Publisher : JUPITER (Jurnal Penelitian Ilmu dan Teknik Komputer)

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Abstract

Program ini menghasilkan sistem informasigeografis pariwisata berbasis android sehingga menjadi sebuah interface yang membantu Dinas Pariwisata Provinsi Lampung untuk menginformasikan objek wisata dan jarak terdekat dengan fasilitas – fasilitasnya. System informasi geografis ini mampu menjadi salah satu media pengenalan objek wisata dan berdampak terhadap peningkatan animo dan jumlah wisatawan yang akan berkunjung ke Provinsi Lampung. Pada proses penghitungan rute terpendek terdapat dua macam proses yaitu proses pemberian label dan proses pemberian node sehingga memberikan informasi jarak terdekat dari titik pencari informasi. Aplikasi ini disebut dengan E-tourism mobile berbasiskan system operasi android dapat dijalankan melalui smartphone oleh para wisatawan, E-Tourisme ini difasilitasi dengan fungsi pemilihan tempat wisata, penjadwalan kegiatan wisata, memberikan pengguna untuk memberikan rating dan komentar bagus untuk suatu tempat wisata dan estimasi waktu serta rute yang akan ditempuh untuk menuju ke tempat wisata

PENERAPAN MODEL PEMBELAJARAN KOOPERATIF TIPE THINK PAIR SQUARE (TPS) UNTUK MENINGKATKAN HASIL BELAJAR MATEMATIKA SISWA KELAS VII4 SMP NEGERI 25 PEKANBARU

Jurnal Online Mahasiswa (JOM) Bidang Keguruan dan Ilmu Pendidikan VOL 6 : EDISI 1 JANUARI-JUNI 2019
Publisher : Jurnal Online Mahasiswa (JOM) Bidang Keguruan dan Ilmu Pendidikan

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Abstract

Abstract: This research is classroom action research that aims to improve of learning process and to improve mathematics achievement with applied the learning cooperative model Think Pair Square (TPS). The research consist of two cycles, each cycle has four stages, which are planning, implementation, observation, and reflection.The subject of this research is student of class VII4 SMP Negeri 25 Pekanbaru in academic years 2018/2019, which total of 42 students, 18 boys and 24 girls. The instruments of data collection were observation sheets and students Mathematic tests. The observation sheets were analyzed in qualitatively, while the students’ Mathematic tests were analyzed in quantitatively. The qualitative descriptive showed an improvement of learning process after to the action on the first and second cycle. Most of students were very confidenced and active in learning process, they were finished mathemathic’s problems that given, presenting the result of problems and giving the conclusion of learning. Number of students that reach Minimum Mastery Criteria increase from basic score to first test I and II. The results of this research showed an increasing of students achievement where the basic score (33,33 %) to the first test (42,85 %), the second test II (59,25 %). For the achievement of score the first test (50 %), the second test (61,90 %). Results of this research indicates that appication of the learning cooperative model Think Pair Square (TPS) can improve learning process and increase mathematics achievement of the students at class VII4 SMPN 25 Pekanbaru in academic years 2018/2019 for the subject matter algebraic form.Key Words: Mathematics Achievement, Learning Cooprative Model Think Pair Square (TPS)