Identification of candidate medicinal herbs for skincare via data mining of the classic Donguibogam text on Korean medicine

Cho, Gayoung; Park, Hyo-Min; Jung, Won-Mo; Cha, Woong-Seok; Lee, Donghun; Chae, Younbyoung

doi:10.1016/j.imr.2020.100436

Cited by 12 publications

(6 citation statements)

References 63 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Data mining approaches can deal with big data, while the traditional statistics techniques cannot easily handle large databases efficiently [73]. Cho et al [74] discovered association rules of medicinal herb and skin-related keywords in a classical text by using data mining methods. In the work of Guo et al [51], the authors analyzed 266,544 online reviews extracted from 25,670 hotels to recognize crucial dimensions of customer services based on data mining methods.…”

Section: Data Miningmentioning

confidence: 99%

Using a Text Mining Approach to Hear Voices of Customers from Social Media toward the Fast-Food Restaurant Industry

2020

View full text Add to dashboard Cite

Due to the COVID-19 pandemic, the sales of fast-food businesses have dropped sharply. Customer satisfaction has always been one of the key factors for the sustainable development of enterprises. However, in the fast-food restaurant business, gaining the knowledge of customer satisfaction is one of the critical tasks. Moreover, text reviews in social media have become one of important reference sources for customers’ decisions in buying services and products. Therefore, the main purpose of this study is to explore whether customer voices from social media reviews are different during the COVID-19 outbreak and to propose a new method to reduce interpersonal contact when collecting data. A text mining scheme which includes least absolute shrinkage and selection operator (LASSO) and decision trees (DT) are presented to discover the essential factors for customers to increase their satisfaction from unstructured online customer reviews. Finally, three real world review sets were employed to validate the effectiveness of the presented text mining scheme. Experimental results can help companies to properly adapt to similar epidemic situations in the future and facilitate their sustainable development.

show abstract

Section: Data Miningmentioning

confidence: 99%

Using a Text Mining Approach to Hear Voices of Customers from Social Media toward the Fast-Food Restaurant Industry

2020

View full text Add to dashboard Cite

show abstract

“…5,6 Cosmetic products are intended to be applied to the human body or any part for cleansing, beautifying, promoting attractiveness, or altering the appearance. 7 The art of beauty product preparation from natural ingredients reaches back at least to the Egyptian period, when women rubbed herbal perfumes made by flower in oils. The inclusion of extracts in topical formulations can minimize oxidative stress in the skin, which has been associated with delaying the aging process.…”

Section: Resultsmentioning

confidence: 99%

Herbal Remedies in Cosmeceuticals Formulation: A Review on Nepalese Perspectives

Gyawali

Paudel

2022

Annapurna J H Sci

View full text Add to dashboard Cite

Introduction: The beauty product preparation from natural ingredients reaches is historical. People of rural area where the practice of modern cosmetic products are not accessible, they mostly use and depend upon the locally available ingredients in their own formulations. The inclusion of extracts in topical formulations can minimize the skin damage of oxidative stress, which has been associated with delaying the aging process. Therapeutic benefits by addition of plant-based active ingredients such as alpha-hydroxy acid, retinoic acid, ferulic acid, ascorbic acid, and coenzyme Q10 are common. Natural preservatives are also in priority but it is equally important to carry research for their efficacy and assurance. Methods: An independent approach was used to conduct the literature review. Major well-known bibliometric information sources studied are the Web of Science, Scopus, Mendeley and Google Scholar. Several keywords like name of plants, skin whitening, anti-acne, herbal cosmetics, Ayurvedic herbs, skin cancer, moisturizer etc were chosen to obtain a large range of papers to be analyzed. Local news papers, research reports and official websites were also studied. Results: The results obtained from this review showed that, there are numerous herbs which are effective and safe for cosmetic purpose. Herbal based cosmetic factories are started in Nepal but their research part not much strong and found frequently lead by non-pharmacist or non-chemist human resources. Herbs are rich in vitamins, phenolics and carotenoids which have mainly anti-aging, revitalizing and rejuvenating properties. Herbs have vitamins, saponins and flavanoids which supply various nutrients to hair and help to darkening of hair. Different literatures available prove that the heavy metals are also mixed in large quantity in cosmetics found in Nepalese market. There is an immediate need to execute strong guidelines regarding the quality of cosmetic products in Nepal. Conclusions: The current review on herbal cosmetics focuses on the natural sources of cosmetics, their medicinal benefits, mechanism of action, key chemical constituents and their advantages along with safety.

show abstract

“…In recent years, the traditional remedies exhibit peaking popularity due to their possible commercial application for medicinal or healthcare purposes [4]. This seems to be especially true for the natural resources of oriental heritage, where products are marked by the long history of their use and little to no scientific foundation performed on their bioactive properties [5][6][7]. Oxytropis is a heavily understudied plant genus with very little attention drawn to it from researchers.…”

Section: Discussionmentioning

confidence: 99%

Chemical and Biological Characteristics of Oxytropis pseudoglandulosa Plant of Mongolian Origin

et al. 2021

View full text Add to dashboard Cite

Oxytropis pseudoglandulosa is used in Mongolian traditional medicine due to its numerous reported health-promoting effects. To date, there are very few scientific reports that describe this species. In this article, its volatile oil composition, lipid extract composition, total phenolic and flavonoid content, antibacterial and allergenic properties are elucidated for the first time. Hexadecanoic acid, fokienol and tricosane were determined as the most notable components of the volatile oil, at 13.13, 11.46 and 5.55%, respectively. Methyl benzoate was shown to be the most abundant component of lipid extract at 40.69, followed by (E)-prop-2-enoic acid, 3-phenyl- and benzenepropanoic acid, at 18.55 and 9.97%. With a TPC of 6.620 mg GAE g−1 and TFC of 10.316 mg QE g−1, the plant extract of O. pseudoglandulosa indicated good antioxidant activity measured by IC50 at 18.761 µg mL−1. Of the 12 tested microorganisms, B. subtilis and S. cerevisiae were the shown to be most susceptible to the plant extract, with MIC at 2.081 and 0.260% (v/v), respectively. Bet v 1—a major birch pollen allergen found in plant-based foods—was determined to be at 192.02 ng g−1 with ELISA. Such a wide spectrum of biological activity indicated by O. pseudoglandulosa lends credence for its application in food industry. Its exerted antioxidant and antimicrobial effects could improve preservation of low-processed food dedicated for consumers afflicted with allergies. Hexadecanoic acid supplemented in foods with dietary plant extracts could add to the potential anti-inflammatory impact. The analysis of lipid makeup suggests O. pseudoglandulosa extract could also be considered as natural pesticide in organic farming.

show abstract

Identification of candidate medicinal herbs for skincare via data mining of the classic Donguibogam text on Korean medicine

Cited by 12 publications

References 63 publications

Using a Text Mining Approach to Hear Voices of Customers from Social Media toward the Fast-Food Restaurant Industry

Using a Text Mining Approach to Hear Voices of Customers from Social Media toward the Fast-Food Restaurant Industry

Herbal Remedies in Cosmeceuticals Formulation: A Review on Nepalese Perspectives

Chemical and Biological Characteristics of Oxytropis pseudoglandulosa Plant of Mongolian Origin

Contact Info

Product

Resources

About