With the addition of ethanol to wax gourd extract and by acetic fermentation, 5.0% acidity vinegar was produced. After putting 10% extract(10% concentration) of Chrysanthemum zawadskii in this, and by dissolving shell, Chrysanthemum zawadskii-pearl vinegar was produced. When a 1% of ark shell, oyster shell, or ear shell was added to wax gourd vinegar, 95.6～98.4% of the shell dissolved, and when a 2% content of shell was added, 97.2～98.4% was dissolved. The acidity of vinegar which dissolved 1% shell was pH 3.0～3.17, and the acidity of vinegar which dissolved 2% shell was pH 1.11～1.20. The pH values of vinegar which dissolved 1%, and 2% shell contents were 4.54～4.55, and 4.86～4.95, respectively. When 1% shell was dissolved, the acidity was higher than that of commercial vinegar, with a high pH value and low level of free acid. This shows that when Chrysanthemum zawadskii 1% is added during acetic acid fermentation, the inhibition was 44.4%, and 22.2% respectively. In this regard, Chrysanthemum zawadskii should be added after the fermentation of acetic acid. The calcium content of 1% shell vinegar is 0.4%, and that of 2% vinegar is 0.78%. Non-heated native wax gourd shows an angiotensin converting enzyme inhibition rate of 21.7%, an antioxidant activity of 5.23%, and a tyrosinase inhibition rate of 5.5%. In the case of heated-extracted wax gourd, the angiotensin converting enzyme inhibition rate was 16.1%, superoxide dismutase activity was 20.5%, antioxidant activity was 23.2%, and the tyrosinase inhibition rate was 7.1%. Also, in the case of Chrysanthemum zawadskii, the angiotensin converting enzyme inhibition rate was 28.8%, the xanthine oxidase inhibition rate was 28.2%, the superoxide dismutase activity was 14.5%, the antioxidant activity was 3.2%, and the tyrosinase inhibition rate was 9.2% Data also revealed that when a 10% sample of the heated-wax gourd extract was added to A549 human lung cancer epithelial cells of, the number of cancer cells declined by 80% in 72 hours, When a 10% native extract was added, the number of cells declined by, 74% in 48 hours, and when a heated-extract of Chrysanthemum zawadskii was added, 100% of the cells died after 72 hours.

대작게임의 범용화에 따라, 게임마케팅 및 게임평가에 대한 사용자 피드백들이 체계화된 데이터베이스에 저장이되고, 더불어 데이터베이스의 규모는 점점 커지고 있다. 데이터 마이닝은 방대한 자료의 분석을 통해, 그 속에 숨어있는 의미를 찾는 과정이다. 본 논문에서는 게임마케팅 활용시나리오에 따른 사용자지향 데이터 마이닝 도구인 XM-Tool/Miner의 개발을 대상으로 하고 있다. 개발된 XM-Tool/Miner은 문제 중심적 마이닝 도구를 목표로 하였으며, 대표적인 마이닝 알고리즘을 적용하였고, 또한 사용의 편이성에 초점을 맞추었다. 더 나아가 데이터 마이닝 기법뿐만 아니라 데이터의 샘플링과 성능향상을 통하여 방대한 데이터로부터 다양한 지식탐사가 가능해지고, 발견된 규칙 또는 지식의 유용성 측정을 통하여 대상마케팅 특성에 따라 효과적으로 반영되며 의사결정 및 CRM마케팅, 동향분석 및 예측 등에 유용한 정보를 추출하는 도구로 사용할 수 있다.