Judul: Characterization of lactic acid bacteria from fermented fish product (Bekasam)
Abstrak: Bekasam is an Indonesian fermented fish product that has sour taste and mostly contain lactic acid bacteria (LAB). This study aimed to obtain and characterize LAB isolates from bekasam and to study their potency in inhibiting the growth of pathogenic bacteria, i.e. Escherichia coli, Salmonella typhimurium ATCC 14028, Bacillus cereus, Staphylococcus aureus, and Listeria monocytogenes. LAB were isolated from bekasam using MRSA media supplemented with CaCO3 0.5%. Incubation was done at 37°C for 48 hours. The pure cultures were verified as LAB based on morphological and biochemical characteristics. LAB were obtained, then they were selected for their antimicrobial activity and further the determination of their antimicrobial compounds. Identification for the selected isolates was based on 16S rDNA sequences, followed by production of organic acids. From eight bekasam samples, total of LAB was 1.4 x108-9.0x108 CFU/g. Seventy four isolates were successfully isolated. It was found that 62 isolates (84%) belonged to LAB. Twenty three isolates could inhibit the growth of the five pathogenic bacteria in vitro. The highest inhibition zone was on S. aureus. However, neutralized supernatant of the LAB culture did not inhibit the growth of the pathogenic bacteria. While, cell free supernatant at pH 5 and 6 from 11 isolates did inhibit the growth of the pathogenic bacteria. BI(3), BP(3), BP(20) and SK(5) isolates growed in MRSB medium in vitro, They produced H2O2 concentrations are much smaller than the production of organic acids. The highest of antimicrobial activity was SK(5) isolates. Pellet of protein precipated from fourth isolates showed inhibitory zone against pathogenic bacteria, this inhibition is thought to have come from the bacteriocin, but will need more detailed testing. BI (3), BP (3) and BP (20) isolates showed antimicrobial activity of precipitated protein against E. coli, L. monocytogenes, and S. typhimurium, respectively, with concentration of ammonium sulfate at 40%, 10% and 70-80%, respectively. While SK (5) isolates showed antimicrobial activity only against S. typhimurium with concentration of ammonium sulfat at 40%, 60% and 70%. Molecular identification based on 16S rDNA sequence revealed that BI(3), BP(3), and BP(20) isolates were Pediococcus pentosaceusi IE 3 with similarity of 98%, 97%, and 98%, respectively. While SK(5) isolates showed 93% similarity to Lactobacillus plantarum subsp. plantarum NC 8. Productivity of organic acids from BI(3) isolates was the best than the other three isolates. The dominant organic acid content of BP (3) and SK (5) isolates were lactic acid while the BI (3) and BP (20) isolates were acetic acid. Thus BI (3), BP (3), BP (20) and SK (5) showed antimicrobial activity which could be useful in food preservation.
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Judul: Bakteri Asam Laktat Asal Bekasam sebagai Kandidat Probiotik
Abstrak: Explotary studies of lactic acid bacteria (LAB) that have the potential as probiotic are continously conducted. One source of LAB which has potential as probiotic candidate is bekasam. The aims of this study were to select and evaluate LAB of bekasam origin as probiotic candidate. Three isolates of LAB of bekasam origin have isolated, selected, and evaluated their probiotic properties by in vitro method, then characterized, and identified with API 50 CHL. The result showed that all isolates well grown in gastric juice pH and small intestines pH with 0.5% bile salt (SR ≥50%). Three isolates showed antimicrobial activity to Enteropathogenic Escherichia coli, Staphylococcus aureus, and Salmonella typhimurium ATCC 14028. Characteristics of three LAB isolates candidate as probiotic were Gram-positive rod shaped, non motile, negative catalase, and homofermentative. The results of the identification found that SK(5) and NS(9) were Lactobacillus plantarum 1 with 99.9% and 99.5% similarities, while BP(10) was Lactobacillus pentosus with 99.9% similarities.
Keyword: probiotic candidate, lactic acid bacteria, in vitro, bekasam

Judul: Penentuan Harga Opsi Put Amerika dengan Simulasi Monte Carlo
Abstrak: An American option is an option that can be exercised at the strike price anytime before or on the date of expiration. In this thesis, Monte Carlo simulation for valuation of American option is presented. Monte Carlo simulation is one of the numerical methods used to determine the price of American options. The simulation provides several examples of initial stock price , rate of interest , exercise time , volatility , and strike price K. The simulation study shows the cost of the option c decreases when S increases, c decreases when r increases, c increases when T increases, c increases when  increases, and c increases when K increases.
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