The number of electronic documents as a media of business and academic information has increased tremendously after the introduction of the World Wide Web. Ever since, instances where users being overloaded with too much electronic textual information are inevitable. The users may only be interested in shorter versions of text documents but are overloaded with lengthy texts. The objective of the study is to develop a text summarization system that incorporates learning ability by combining a statistical approach, keywords extraction, and neural network with unsupervised learning. The system is able to learn to classify sentences when well trained with sufficient text samples. Users with strong background in writing English summaries have subjectively evaluated the outputs of the text summarization system based on contents. With the average contents score of 83.03%, the system is regarded to have produced an effective summary with most of the important contents of the original text extracted without compromising the summary's readability.
Dengue fever, a mosquito-borne tropical disease caused by the dengue virus is life In Malaysia, although necessary control measures have been carried out, the number of dengue fever cases keeps increasing. Among the measures, dengue v be the most effective way to control the spread of the dengue virus particularly in Malaysia.The aim of this research is to study the current implementation of dengue outbreak control in Malaysia and predict dengue fever cases usi fever and weather are collected from the Ministry of Health in its Perak Tengah district office and Perak Meteorological office are applied onto these data with the performance of each technique is measured. The results highlight the best performance among techniques used.
This study’s focus was children as the subjects of sexual assault by blood relatives, commonly known as incest, in Kendari city. The main questions were: 1) what were the modus operandi of these blood relatives in committing the sexual assault; 2) what were the physical and psychological impacts inflicted on the victims; and 3) what were the treatments given by the authorities in an attempt to rehabilitate the victims from post-accident trauma? The data were collected through interviews, observations and document analysis. The findings indicated that these blood relatives committed the sexual assault based on the following modus operandi: isolating the victim from the neighbourhood, taking the victim on a trip, threatening the victim with killing or beating, teasing the victim by offering something desirable, or poisoning the victim with drugs. The physical impacts inflicted on the victims were vaginal infections with pus and blood streaming from the lesion, dysfunctions of the reproductive organs, high-risk pregnancy, lacking in vitality, and paleness. Regarding the psychological impacts, the victims suffered from post-accident trauma by living in a constant fear and avoiding contact with people, isolating themselves from the crowd, social damnation and excommunication that led to internal disharmony in the family or parental divorce. The authorities, led by The Woman Empowerment and Children Protection Service, attempted immediate rehabilitation of the victims by working in cooperation with third parties such as civil society organizations and psychologists to provide basic needs, counsel the neighbourhood where the victims live to support and foster the rehabilitation, as well as educate them that such a tragedy should not justify social damnation upon the victims and their families. Keywords: rape, blood relatives, sexual assault, children
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