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Abstrak :
[ABSTRAK
Penelitian ini dilaksanakan untuk mendapatkan gambaran tentang posisi penerimaan pesan remaja terhadap pesan sanitasi yang diterima dalam Sosialisasi Sanitasi Publik yang dilaksanakan di Cimahi dan Yogyakarta. Penelitian ini dilakukan dengan menggunakan konsep teori penerimaan pesan Encoding- Decoding oleh Stuart Hall, dengan teori pendukung Theory of Planned Behavior oleh Icek Ajzen dan Human-Processing Information. Penelitian dilakukan dengan pendekatan kualitatif. Latar belakang penelitian adalah pentingnya peran remaja yang dengan kemampuan kognitifnya mampu menerima pesan sanitasi sehingga dalam kondisi masyarakat yang minim kesadaran sanitasi dapat berperan dalam menyebarkan pentingnya pesan dalam masyarakat yang sebagian besar hidup dalam lingkungan yang kotor dan mengalami banyak penyakit terkait dengan kebersihan lingkungan, seperti diare dan lainnya. Hasil penelitian menunjukkan bahwa posisi narasumber remaja pada umumnya dominant-hegemonic, dan ada pula yang negotiated. Posisi penerimaan pesan sanitasi remaja tersebut ditentukan oleh pengalaman hidupnya. Posisi penerimaan pesan didukung dengan penelitian melalui Theory of Planned Behavior melalui analisis human information processing untuk melihat faktor-faktor yang membentuk intensi remaja terhadap pesan sanitasi, yaitu attitude toward behavior yang positif, adanya subjective norms, dan juga kontrol perilaku atau faktor-faktor yang mendorong atau penghambat penerimaan pesan remaja. Penelitian ini dilakukan melalui humaninformation processing.

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ABSTRACT
The research has been conducted to get a description on the adolescents? audience reception positions on sanitation public diplomacy campaign in Cimahi and Yogyakarta. The research used the audience reception theory ? particularly the encoding-decoding theory developed by Stuart Hall, supported by other theory from Icek Ajzen called Theory of Planned Behavior and human processing information. The research is conducted using a qualitative approach. The background of the research is that with their cognitive development adolescence can receive complex message and can play an important role to spread sanitation message among the society, even though most of them are living under poor sanitation condition which causes several diseases, such as diarrhea. The research shown that most of the adolescence informants have chosen a dominanthegemonic position, and one of them has a negotiated position. The positions is supported by a research using the Theory of Planned Behavior through human information processing to look for factors which create adolescence?s intention to sanitation message, which include positive attitude toward behavior, subjective norms, and perceived behavior control or factors which encourage or impede adolescence?s reception on the message. The reseach has been conducted using human information processing.;The research has been conducted to get a description on the adolescents? audience reception positions on sanitation public diplomacy campaign in Cimahi and Yogyakarta. The research used the audience reception theory ? particularly the encoding-decoding theory developed by Stuart Hall, supported by other theory from Icek Ajzen called Theory of Planned Behavior and human processing information. The research is conducted using a qualitative approach. The background of the research is that with their cognitive development adolescence can receive complex message and can play an important role to spread sanitation message among the society, even though most of them are living under poor sanitation condition which causes several diseases, such as diarrhea. The research shown that most of the adolescence informants have chosen a dominanthegemonic position, and one of them has a negotiated position. The positions is supported by a research using the Theory of Planned Behavior through human information processing to look for factors which create adolescence?s intention to sanitation message, which include positive attitude toward behavior, subjective norms, and perceived behavior control or factors which encourage or impede adolescence?s reception on the message. The reseach has been conducted using human information processing., The research has been conducted to get a description on the adolescents‘ audience reception positions on sanitation public diplomacy campaign in Cimahi and Yogyakarta. The research used the audience reception theory – particularly the encoding-decoding theory developed by Stuart Hall, supported by other theory from Icek Ajzen called Theory of Planned Behavior and human processing information. The research is conducted using a qualitative approach. The background of the research is that with their cognitive development adolescence can receive complex message and can play an important role to spread sanitation message among the society, even though most of them are living under poor sanitation condition which causes several diseases, such as diarrhea. The research shown that most of the adolescence informants have chosen a dominanthegemonic position, and one of them has a negotiated position. The positions is supported by a research using the Theory of Planned Behavior through human information processing to look for factors which create adolescence‘s intention to sanitation message, which include positive attitude toward behavior, subjective norms, and perceived behavior control or factors which encourage or impede adolescence‘s reception on the message. The reseach has been conducted using human information processing.]

Abstrak :
ABSTRAK

Pada saat ini metode pengukuran tekanan darah secara non-invasive paling banyak digunakan baik didalam maupun diluar fasilitas kesehatan. Namun metode tersebut masih membuat pengguna tidak nyaman karena adanya tekanan manset pada saat pengukurannya. Beberapa metode non-invasive tanpa manset telah dikembangkan salah satunya adalah metode pulse wave analysis (PWA). Photoplethysmograpy (PPG) merupakan satu-satunya masukan dan dasar bagi perhitungan pengukuran tekanan darah pada metode PWA. Tantangan utama dalam menggunakan metode PWA berbasis PPG adalah akurasinya sangat dipengaruhi oleh noise. Selain itu, karakteristik PPG bervariasi tergantung pada kondisi fisiologis, karenanya sistem harus melakukan kalibrasi untuk menyesuaikan perubahan tersebut. Kami berupaya mengatasi keterbatasan tersebut dan mengusulkan pengembangan metode pulse wave analysis untuk klasifikasi tekanan darah secara non-invasive berbasis PPG menggunakan kombinasi algoritma Bidirectional Long Term Memory (BSLTM) dengan Time Frequency Analysis (TFA). Kami menggunakan 121 subyek untuk pengujian model yang bersumber dari figshare database dan mengklasifikasikannya ke dalam tiga tingkatan klasifikasi: normotension (NT), prehypertension (PHT), hypertension (HT) sesuai dengan standar klinis Join National Commitee. Pelatihan jaringan BLSTM menggunakan fitur TFA, secara signifikan meningkatkan efisiensi dengan mengurangi waktu pelatihan sekaligus meningkatkan akurasi klasifikasi. Metode yang diusulkan berhasil mengklasifikasikan tekanan darah dengan rata-rata nilai accuracy pada NT, PHT, dan HT masing-masing 92.43%, 94.83%, dan 94.01%. 

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ABSTRACT

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The blood pressure measurement non-invasive methods that are presently implemented using a cuff cause discomfort, particularly for injured people, overweight people, and infants. Several non-invasive cuff-less methods have been developed, one of which is the pulse wave analysis (PWA) method. Photoplethysography (PPG) is the only input and basis for the calculation of blood pressure measurements in the PWA method.The main challenge in using the PPG method is that its accuracy is greatly influenced by motion artifacts. In addition, the characteristics of PPG vary depending on physiological conditions; hence, the system must be calibrated to adjust for such changes. We attempt to address these limitations and propose a novel method for the classification of BP using a bidirectional long short-term memory (BLSTM) network with time-frequency analysis (TFA) based on PPG signals. We used 121 subjects from the figshare database for model testing and classify into three classification levels: normotension (NT), prehypertension (PHT), and hypertension (HT) according to the Join National Committee. BLSTM network training uses the TFA feature, significantly increasing efficiency by reducing training time while increasing classification accuracy. The proposed method is successful in the classification of BP with accuracy values of NT, PHT, and HT; 92.43%, 94.83%, and 94.01% respectively.