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ANALISA KLASIFIKASI KARTU KREDIT MENGGUNAKAN ALGORITMA NAIVE BAYES
Wijayanti, Reny;
Sulastri, Sulastri
Dinamika Informatika : Jurnal Ilmiah Teknologi Informasi Vol 10 No 2 (2018)
Publisher : Fakultas Teknologi Informasi Universitas Stikubank (Unisbank) Semarang
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DOI: 10.35315/informatika.v10i2.8137
Pemberian kredit bank terhadap nasabah adalah kegiatan rutin yang mempunyai resiko tinggi. Begitupun kredit yang bermasalah atau kredit macet sering terjadi akibat analisis kredit kurang cermat dalam proses pemberian kredit, maupun dari karakter nasabah yang tidak baik. Untuk mencegah terjadinya kredit macet, seorang analisis kredit perbankan harus mampu mengambil keputusan yang tepat dalam pengajuan kredit. Diperlukan adanya prediksi yang akurat dimasa mendatang, salah satunya menggunakan teknik data mining. Salah satu teknik data mining sendiri yaitu metode klasifikasi untuk memprediksi probabilitas keanggotaan suatu class dengan menggunakan algoritma Naive Bayes, sehingga tingkat akurasi dapat diketahui melalui proses Confusion Matrix dalam prediksi. Algoritma ini mampu menghasilkan tingkat akurasi yang baik. Dari hasil analisa terhadap 23 variabel terdapat 3 variabel yang begitu berpengaruh kredit lancar dan macet nasabah yaitu status pembayaran pada bulan September, Agustus, dan Mei 2005. Tingkat akurasi data 3 variabel sebanyak 80.59% dengan data train sebanyak 18001 data.
KLASIFIKASI DOKUMEN DENGAN METODE NAIVE BAYES TERHADAP PUTUSAN KASASI PENGADILAN TENTANG MERK
Sulastri, Sulastri;
Zuliarso, Eri
Dinamika Informatika : Jurnal Ilmiah Teknologi Informasi Vol 12 No 1 (2020)
Publisher : Fakultas Teknologi Informasi Universitas Stikubank (Unisbank) Semarang
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DOI: 10.35315/informatika.v12i1.8162
Aplikasi SIPP merupakan bagian dari Sistem Manajemen Informasi di Pengadilan, dimana masyarakat dapat mencari informasi yang diinginkan termasuk yang berhubungan tentang merk. Pada penelitian ini akan dilakukan klasifikasi terhadap putusan pengadilan tentang merk dengan menggunakan metode Naive Bayes dengan variabel klasifikasi putusan tolak atau kabul. Dari hasil analisa yang dilakukan terhadap 50 data hasil putusan pengadilan tentang merk didapatkan model klasifikasi dengan tingkat akurasi sebesar 80%. Analisa text yang dilakukan terhadap putusan pengadilan terdapat 5 kata yang paling banyak muncul yaitu kasasi, pemohon, pengadilan, permohonan dan peninjauan.
PENINGKATAN HASIL BELAJAR SISWA DALAM PEMBELAJARAN PENDIDIKAN KEWARGANEGARAAN MENGGUNAKAN MODEL MAKE A MATCH KELAS IV
Sulastri, Sulastri;
Sugiyono, Sugiyono;
Utami, Sri
Jurnal Pendidikan dan Pembelajaran Khatulistiwa Vol 7, No 9 (2018): September 2018
Publisher : Jurnal Pendidikan dan Pembelajaran Khatulistiwa
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AbstrakThe study aims to improve student learning outcomes through the use of Make a match models. The method used in this study is a descriptive method in the form of Classroom Action Research, which is collaborative. Data collection techniques used are direct observation and measurement techniques with the subject of the teacher / researcher and fourth grade students totaling 20 students. The results of this study are: 1) The ability of teachers to plan learning can be said to be good because it has experienced a fairly good increase in each cycle. Cycle I starts with a value of 2.87 with a pretty good category, Cycle II has an increase of 0.54 so the value becomes 3.41 which is in the good category. Whereas in Cycle III also experienced an increase of 0.32 so that the value became 3.73 and entered in a very good category. 2) The ability of teachers to carry out learning cycle I with a value of 2.71 with enough categories, cycle II has an increase of 0.57 value to 3.28 which is in the good category. Whereas Cycle III has increased by 0.33 so the value becomes 3.61 in a good category. 3) Student learning outcomes increase in each cycle. Cycle I percentage of student learning outcomes only 57.50 increased by 11 in the second cycle to 68.50 and in the third cycle increased by 6.40 to 74.90 included in the excellent category. Â Keywords: Learning Outcomes, Models Make a match, Citizenship Education.
FAKTOR-FAKTOR YANG MEMPENGARUHI KELENGKAPAN IMUNISASI DASAR PADA BAYI DI PUSKESMAS BANYUDONO KABUPATEN BOYOLALI
Prasetya Ningrum, Endah;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol. 1, No 1, 2008
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v1i1.133
Research background is coverage result immunize Public Health Service and Social of Sub-Province Boyolali showing, happened by the degradation coverage percentage of immunize.Target of this research is check the factors influencing equipment the base immunize baby in Puskesmas Banyudono of Sub-Province Boyolali In line with the target, this research is including type of analytic observation method research with the transversal crosscut study approach or Cross Sectional. In this population research mother having child have age to 1 year and reside in Puskesmas region of Banyudono of Sub-Province Boyolali 2005 counted 491 baby. Technics sample intake of taken is Technique of intake sample by cluster is random from other side summed uply 100 responder. Method collecting data at research by kuesioner. Analysis technique used by linear double is regresi. Result of research show: (1) Storey; Level of mother education have the positive influence to equipment the base immunize, meaning that progressively goodness mount the mother education will have an effect on improve to the equipment the base immunize at baby, (2). House distance to Puskesamas don't have the influence to equipment the base immunize, (3). Mother knowledge the influence positive have to equipment the base immunize, meaning that progressively goodness mother knowledge will have an effect on to improve the equipment the base immunize at baby, (4) mother Motivation have the influence positip equipment the base immunize. meaning that progressively goodness motivate the mother will have an effect on to improve the equipment the base immunize at baby. Referring to this research result is suggested that : (1) Education require mother to be improved. Cause more and more high of education more and more big of baby possibility will be immunized completely. Make-Up of education can be done formally and also non-formal, (2) Effort of make-up of mother knowledge and motivate the mother will very useful, cause can improve the equipment immunize the baby
Pengaruh Pendidikan Kesehatan Dan Model Peer Group Terhadap Perilaku Ibu Melakukan Deteksi Dini Kanker Serviks
Andari, Iana Aulia;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol. 10, No. 2, 2017
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v10i2.10236
Cervical cancer is a type of cancer that affects most women over the age of 18 or women of childbearing age. This cancer is the second deadliest cancer in the world after breast cancer (IARC, 2010).The anatomic location of the neck of the uterus or cervix is located inside the woman's body causes difficult to see signs appear physiologically. On the other hand the lack of knowledge of a woman neighbor and how to prevent cervical cancer and early detection is also one of the factors that affect a woman who had cervical cancer entered into the phase of the advanced stage to lead to death. In this study, the authors will take a single location within a community member in it all of a woman aged 30-60 years as many as 86 people are in association branches located in the district Aisyiyah Kartasura, Pucangan village. Researchers will divide the group into two groups with the different treatment given, namely the control group were 43 persons with health education is given through lectures from researchers and experiment groups given 43 models of a peer group with a sampling multistage random sampling technique . The results of this study showed there is significant health education with behavioral models of the Peer Group on Mother did Cervical Cancer Early Detection between the experimental group with the control group. The behavior of a mother with stats early detection of cervical cancer both in the experimental group on the post-test either Behaviour there were 27 ( 62.8 %), the behavior is quite 5 people ( 11.6 % ) and poor as many as 11 people ( 25.6 % ). whereas the behavior of the control group at post-test behavioral changes of 34 ( 79.1 % ) respondents was less supportive reduced to 5 respondents (11.6 % ) who behave fairly but found the existence of respondents who support either as many as 4 people ( 9, 3 % ).
HUBUNGAN KADAR HEMOGLOBIN IBU HAMIL DENGAN KEJADIAN ASFIKSIA NEONATORUM DI RSUD Dr.MOEWARDI SURAKARTA
Mahmudah, Rofiatun;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol 4, No 1, 2011
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v4i1.3813
Newborn death associated with obstetric complications and low maternal health status during pregnancy and childbirth. The main cause of neonatal deaths are neonatal asphyxia. The results of preliminary studies obtained that the data during period of January 1st to December 31st, 2010 there were 1736 babies born in which 996 infants who were treated at high risk infants room, 276 infants were treated for asphyxia. The purpose of this study was to determine the relationship between hemoglobin levels of pregnant women with the incidence of neonatorum asphyxia at Dr. Moewardi Hospital Surakarta. This type of research is descriptive correlative with retrospective data collection methods. The number of samples is 100 patients. The sampling technique in this study is simple random sampling, taken from medical records. The instrument used is a checklist that is based on secondary data from the RM 1 (Medical Records 1) on the summary in and out of hospital. Testing research hypotheses using a statistical test spearman rank correlation test. The results showed pregnant women sample who have hemoglobin levels >11 g/dl as many as 96 samples (46%), hemoglobin levels ≥11 g/dl as much as 4 samples (4%). As many as 28 infants (28%) who were born with severe heavy asphyxia incidence in the first minute and 72 infants (72%) small asphyxia. There is a relationship between hemoglobin levels on pregnant women with neonatorum asphyxia incidence at Dr. Moewardi Hospital Surakarta, with r = -0.127 and p = 0.034. The conclusion of the research is hemoglobin levels of pregnant with neonatorum asphyxsia have relationship negative which higher the degrees of hemoglobin levels, so more softly the neonatorum asphyxia case
Efektifitas Pemberian Tablet Fe dan Buah Pisang Ambon Dalam Meningkatkan Kadar Hemoglobin
Muslikah, Erni;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol. 11, No. 2, 2018
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v11i2.10579
: An effort to overcome anemia can be done by administering iron tablets containing 30-60 mg of iron and 400 mg of folic acid. Ambon bananas contain iron, vitamin B6, and vitamin C which can provide antioxidant benefits in enhancing the immune system and help maximize iron absorption. This study aims to determine the effectiveness of Fe tablets and ambon bananas with Fe tablets in increasing hemoglobin levels. This type of research is a quasi quasi-pretest-posttest two group design experiment. The number of samples is 30 respondents. The distribution of the sample is 15 respondents given Fe tablets and ambon bananas and 15 respondents only given Fe tablets. The results of this study Paired Sample T-Test, the significance value or p-value of Fe tablets and ambon bananas amounted to 0,000, with an average Hb pre-test 10,540 g / dl and post-test 13,840 g / dl or an increase of 3.3 g / dl and the significance value or p-value of Fe tablets of 0,000, with an average Hb pre-test 11,060 g / dl and post-test 12,267 g / dl or an increase of 1.2 g / dl. The conclusion of this study showed that there was a significant difference in the increase in hemoglobin levels between the Fe tablet and ambon banana groups and the Fe tablet group.
HUBUNGAN LAMA PERAWATAN PASIEN DENGAN MOTIVASI KEBUTUHAN SEKSUAL LAKI-LAKI USIA 21 - 55 TAHUN DI RUMAH SAKIT UMUM ISLAM KUSTATI SURAKARTA
Setyawan, Indriyas;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol 1, No 4, 2008
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v1i4.3730
Sexuality is complex phenomena and related with another aspects like biology, interpersonal, and behavior. Based on the result of interview and questionnaires distribution from 10 productive woman, 2 of them answer. While 8 from 10 productive men respondent say that they still have desire in completing the sexual need. This research aimed to know the old care relation with the motivation of sexual need 21 to 55 years old in Islamic General Hospital Kustati of Surakarta. This research belongs to associative that is research that seeks the relation between one variable to another variables. Based on the result of the correlation test using Chi-Square (χ 2 ) known that value χ 2 account = 6,627 and χ 2 tabel = 5,991 with value Ï = 0,036 in significant level 0,05, because Ï < 0,05 so H0 is rejected and Ha is accepted. It can be said that there is significant relation between the care relationship with the motivation of sexual need of men between 21-55 years old in Islamic General Hospital Kustati of Surakarta. Patient who taking care in Islamic General Hospital Kustati of Surakarta, 53 respondent (73, 60%) respondent the time categorized medium, 55 respondent (76,46%) have good motivation of sexual need. The is significant relation between times taking care of men 21-55 years old in Islamic General Hospital Kustati of Surakarta
PERBEDAAN LAMA LEPAS TALI PUSAT PERAWATAN DENGAN MENGGUNAKAN KASA STERIL DIBANDINGKAN KASA ALKOHOL DI DESA BOWAN KECAMATAN DELANGGU
Utami, Deffy Gita Budi;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol. 3, No. 1, 2010
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v3i1.3765
Infection still be the main causes of illness and died on neonates. Based on the survey of demography and healthy in Indonesia 2002-2003, the amount of infant die in 2002-2003 is 35 per 1000 lively born, and the amount of neonatus die is 20 per 1000 lively born. Umbilical cord is port de entry of infection that can causes sepsis fastly. The technique to maintenance of that clean is the main principle to prevent sepsis caused umbilical cord infection. Based on study in Bowan Delanggu Region on 2009, neonates birth a year there is 120 infant with the amount fertile age pair there is 326. There is no hospital or community health center, there just a clinic. Infant that was born in clinic have a maintenance care one day only, after that infant can go home. This study aimed to identify the differences of length a part on umbilical cord which use gauze sterile compared with alcohol application in Bowan Delanggu Region. This research using descriptive comparative type and posttest only control group design. The population in this research is all of neonates that approximately born in 27th September until 16th October 2010 amounted 26. This research using total sampling, so the amount of sample is 26 respondents. For equally amount sample if 10 infant with gauze sterile treatment and 10 infant with alcohol application. The statistical analysis used was Mann Whitney statistical test with a confidence value 0,05%, the probability α = 0,011. Based on the results of this research note that the value of Mann Whitney test of the differences of length a part on umbilical cord which use gauze sterile compared with alcohol application in Bowan Delanggu Region is less than the value ï² 0,011< 0.05 . Then Ha accepted or Ho rejected. So the conclusion is there is the differences of length a part on umbilical cord which use gauze sterile compare with alcohol application in Bowan Delanggu Region.
HUBUNGAN STRES KERJA DENGAN ADAPTASI PADA PERAWAT DI INSTALASI GAWAT DARURAT RSUD PANDAN ARANG BOYOLALI
Utomo, Danang Prasetyo;
Sulastri, Sulastri
Jurnal Berita Ilmu Keperawatan Vol. 2, No. 3, 2009
Publisher : Universitas Muhammadiyah Surakarta
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DOI: 10.23917/bik.v2i3.3801
The nurse in Emergency room faces various aspect in their working environment. Work in emergency instalation of RSUD Pandan Arang is categorized as a hard work, because the high quantity of the patien who on their is 85% BOR, the nurses are only 16 people, then the standard is 38 people. This condition makes the nurse stress. If the nurse can face the stressor well, it can result adaptive adaption, and if the nurse cannot find a good solution it can make a maladaptive adaptation. This research is to know the characteristics of the nurse, the description of stress and the nurse adaptation, the relationship between work stress and nurse adaptation in emergency instalation of RSUD Pandan Arang Boyolali. Metode Research is the type of this research is non-experimental research with Descriptive Corelation method and using Cross Sectional approach. The technique of sampling is Total Sampling with the sample is 16 respondents. The validity test using product moment test and the reability test using Alpha Cronbach test. Then, to anayze the data is using Kendal tau-b test. The result of this research indicate that the result of Kendal tau-b analysis show the calculating value -0,597 with the probability 0,002 (p