Judul: Pembuatan nanopropolis asal indonesia sebagai bahan antikanker payudara
Abstrak: Propolis is a honeybee product that is useful for self-protection, especially from invading microorganisms and temperature changes outside the beehive. Today, the term drug dosage propolis is extracted from beehives called raw honey or propolis. Raw propolis can not be used directly, so it is necessary that the process of extracting propolis is a mixture of active ingredients using organic solvents. The active ingredients of propolis were flavonoids, alkaloids, tannins, steroids and triterpenoids. Raw propolis is extracted by 70% ethanol to obtain propolis flavonoid-containing components of raw propolis as a whole and separate from the balm. There have been many studies using maceration extraction, but the combination of maceration and heating by microwaves has not been done. Therefore, the process of separation of propolis from the beehive (raw propolis) by using maceration and microwave heating was undertaken in this study. Many studies have shown that β-cyclodextrin can be used as a coating agent active ingredient in the drug manufacturing process. Circular shape consisted of seven glucose monomers, β-cyclodextrin can be inserted and bind the active ingredient in various side active. With the inclusion of the active ingredient in β- cyclodextrin group then expected release of the active ingredient will be much slower than the free active ingredient. Therefore, the inclusion of propolis research on β-cyclodextrin, so that the active ingredient in propolis out of filler slowly. To make the coating process of propolis more effectiveing the process was carried out by a high speed homogenizer. Therefore, this research was undertaken propolis inclusion in β-cyclodextrin using inclusion, resolubility and stabilisation with high speed homogenization as processing aid. With the inclusion, resolubility and stabilisation process was expected that there were active ingredient of propolis is adsorbed molecule β-cyclodextrin and particle size reduction occurs. In addition, the amount of propolis and β-cyclodextrin is used in the process of shaking on the inclusion process may be a factor in the rate of inclusion process, so there are differences in the amount of active ingredient present in propolis adsorbed in β-cyclodextrin. Adsorbed amount of active ingredient and the ability to withstand damage due to the active ingredient high speed could be demonstrated by the inhibition of cancer cell proliferation activity of Michigan Cancer Foundation-7 (MCF-7). Nanopropolis preparation process was performed by inclusion, resolubility and stabilitation with high speed homogenization (22000 rpm) at the process of making nanoparticles. The first stage times were 20, 30 and 40 mins, the second times were 20, 30 and 40 mins, and the third times were 10, 20 and 30 mins. Nanopropolis were researched their particle distribution and effectiveness as an anticancer ingredient. The data obtained were analyzed by Response Surface Methodology (RSM) to determine the best conditions for making nanopropolis. At the best conditions (of the inclusion process) then undertaken nanopropolis preparation with propolis and variable number of β-cyclodextrin. The results were tested on the inhibition of proliferation of MCF-7 cancer cells and performed the statistical analysis with the RSM to determine the best conditions for making nanopropolis. Further efficacy testing was carried out using test animals nanopropolis female white rats
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Judul: Ekstraksi Propolis dan Sintesis Nanopropolis Lebah Madu Trigona spp
Abstrak: Propolis is a resin adhesive material collected from worker bees from the buds, bark, and other plant parts. Propolis have many benefits are as antibacterial, aniviral, and anticancer. The purpose of this study is to search method of extraction and nanopropolis synthesis that will produce the high effectiveness, knowing antibacterial activity and knowing value of optimization nanopropolis as antibacterial against E. coli . Propolis extracted uses the method maceration with modification MAE (microwave-assisted extraction). Futhermore synthesis of nanopropolis use Aimi methode modified by high speed homogenization, hopefully nanopropolis more effective than propolis as antibacterial. The yield of propolis extract is 10.93%. The values of PSA from nanopropolis are 176.30 nm, 205.10 nm, and 295.80 nm. Result activity antibacterial nanopropolis with disc diffusion methode againts E. coli indicated nanopropolis does not have antibacterial, because nanopropolis does not produce cleare zones in disc paper area. The result from ampicilin is does not have antibacterial againts E. coli.
Keyword: antibacterial, nanopropolis, propolis.

Judul: Pemodelan chord pada piano menggunakan metode fuzzy learning vector quantization
Abstrak: Seorang pemain piano pemula maupun autodidak umumnya belum melalui tahap latihan yang baik sehingga kemampuan untuk mengenali chord yang dimiliki masih kurang. Oleh karena itu, suatu sistem yang dapat mengenali chord untuk membantu proses pemahaman chord yang dimainkan dibutuhkan. Penelitian ini memodelkan chord yang terdiri atas 3 nada (triad) ke dalam beberapa kelas. Data yang digunakan dalam penelitian ini adalah 24 chord mayor dan minor. Data training dan data testing divariasikan dalam 4 model menggunakan 5-fold crossvalidation. Ekstraksi ciri akan dilakukan dengan metode Mel Frequency Cepstrum Coefficients, dan klasifikasi akan dilakukan dengan metode Fuzzy Learning Vector Quantization (FLVQ). Pemodelan FLVQ dilakukan dengan melakukan variasi pada learning rate serta koefisien fuzzyness. Penelitian ini telah berhasil membentuk model FLVQ dengan akurasi rata-rata 79.38% serta akurasi maksimum 100%. Akurasi maksimum dicapai dengan nilai learning rate α sebesar 0.05 dan koefisien fuzzyness β sebesar 0.05 menggunakan epoch sebanyak 20 pada FLVQ model 2.
Keyword: chord, FLVQ, MFCCs, modeling, note.