Judul: Penelusuran data melalui pengenalan ucapan
Abstrak: Ada dua aspek dalam pengenalan ucapan, yaitu pengenalan kata dan pengenalan maksud. Pengenalan kata berkaitan dengan proses dari penerimaan sinyal masukan, proses digitasi, hingga pemodelan kata yang digunakan untuk pengenalan. Selanjutnya, dari kata yang dikenali tersebut dilakukan pengenalan maksud sesuai domain permasalahan yang telah ditetapkan. Untuk penelusuran data, pengenalan maksud adalah penerjemahan masukan menjadi bahasa query yang valid dengan menggunakan context-free grammar. Metode penelitian mengacu pada pendekatan sistem, meliputi perancangan, implementasi, dan pengujian sistem. Hasil pengujian menunjukkan bahwa tingkat pengenalan kata secara umum masih di bawah 90%, dengan tingkat pengenalan maksud mendekati 100%. Hal ini menunjukkan bahwa sistem mampu mengakomodasikan semantik dari rangkaian kata meskipun terjadi kesalahan pada rangkaian kata hasil pengenalan. Kata Kunci: pengenalan ucapan, context-free grammar
Keyword: Instrumentations

Judul: Hybrid Jaringan Syaraf Tiruan dan Model Markov Tersembunyi Untuk Pengenalan Bilangan Berbahasa Indonesia Menggunakan CSLU Toolkit
Abstrak: Sistem pengenal kata untuk bahasa Indonesia masih sangat minim dalam pengembangannya, khususnya dalam penerapannya sebagai pengenal bilangan (Continuous Digit Recognizer CDR). Penelitian ini membandingkan metode pengenalan kata menggunakan data hand-labeled, force alignment, dan Forward Backward Neural Networks (FBNN) pada pengenalan bilangan berbahasa Indonesia menggunakan CSLU toolkit. Penelitian dilakukan dengan bantuan CSLU toolkit, dengan berfokus pada akurasi pengenalan pada tingkat kata dan kalimat. Kata-kata yang dapat dikenali terbatas pada kata dasar bilangan sesuai dengan ejaan bahasa Indonesia yang disempurnakan.
Keyword: 

Judul: Biology and ecology of the buffalo fly, haematobia exigua de meijere (diptera:muscidae)
Abstrak: The life history of the buffalo fly was observed at room temperature of 27°-29.5°C and at a relative humidity of 48-68 percent. The eggs hatched after 17-22 hours, with an average of 18 hours. First instar larvae measured 1.25 + 0.16 mm long and 0.27 + 0.037 mm wide. reach the second larval stage. It took 6-12 hours to the second instar larvae measured 2.676 +0.187 mm long and 0.353 +0.028 mm wide. The second instar took about 12-24 hours to reach the third larval stage. The third instar measured 6.833 + 0.189 mm long and 0.919 + 0.051 mm wide. It took about 2-3 days for the third instar to become pupae. Duration of the pupal stage was about 5-7 days before the adults emerged. Under laboratory condition, the buffalo fly completed its life cycle in 9.5 to 10.5 days, whereas under field condition it took 9-14 days with an average of 10.5 days. The growth ratio which was based on the measurements of the cephalo-pharyngeal skeleton of each instar was 1.797. The preoviposition period was 8-12 days and mating usually occurred on the 6th or 7th day. The longevity of the male was 29 days, whereas it was 32 days in the female. The range of egg production under laboratory condition was between 20-139 per female fly. The belly and hind legs of the carabao were the most preferred habitat either during cloudy and cool dry or shiny and warm day. When the weather was clear and the carabao was in the shade, the flies tended to be more distributed particularly on the shoulder, dewlap, back and horns. The carabaos had relatively fewer Musca sp. and Stomoxys calcitrans than cattle; never the less carabaos had a higher infestation of buffalo fly than cattle. Oviposition occured either during the day or night but the buffalo flies were more active during the night than in the day time. The effect of various lengths of exposure time of manure in relation to the oviposition was profound. observed, the maximum number of the buffalo flies was occurred when the dung was exposed for 30 minutes. With increasing time of exposure the number and variety of insects also increase. It was evident that Sepsidae and psychodidae were the most dominant insects emerging from the dung. The number of buffalo flies also increased with increasing
Keyword: