基于参考区域的k-means文本聚类算法

k-means是目前常用的文本聚类算法,该算法的主要缺点需要人工指定聚类的最终个数k及相应的初始中心点。针对这些缺点,提出一种基于参考区域的初始化方法,自动生成k-means的初始化分区,并且在参考区域的生成过程中,设计一种求最大斜率(绝对值)的方法确定自动阈值。理论分析和实验结果表明,该改进算法能有效的提高文本聚类的精度,且具有可行的效率。

聚类算法在网络学习行为特征分析中的应用研究

利用基于密度的CURD聚类算法,对不同知识点的不同媒体形式的访问数据做聚类分析,最终可以得到不同学生的媒体偏好等学习特征。这样,教师可以及时地了解学生的兴趣爱好、个性特征等信息,给予适当的建议,提供个性化的学习风格等服务,最终实现智能个性化教学。

PHP操作MySql数据库的面向对象模型类实现

社会上对PHP的需求很大,大部分动态网站都是通过PHP的相关技术进行开发。本文利用PHP面向对象技术实现对MySql数据库的CURD操作,创建操作数据库的模型父类,可以简化开发难度,提高开发效率。

Molecular characters and morphological genetics of CAL gene in Chinese cabbage

BcpCAL, the homologous gene of CAL, was isolated from Chinese cabbage. Unlike bobcat of cauliflower, BcpCAL did not hold the terminating mutation in the fifth e-con. After crosses of cauliflower with Chinese cabbage, the resultant hybrids failed to form curd, which implicates the genetic complement of BcpCAL to the mutated Bob- CAL in the function of curd formation. One of CAL gene isolated from the hybrid apparently comes from the female parent (Chinese cabbage) even though there are a few of the biases substituted and deleted. The result offers the molecular and genetic evidences for the Study of biological function of CAL in morphological genetics of curd.

Optimization of Solid State Fermentation Conditions Using a Mixture of Bean Curd Residue and Marc with Bacillus natto

[Objective] The aim was to optimize the appropriate solid state fermentation(SSF)conditions.[Method] The optimization of solid state fermentation using a mixture substrate of bean curd residue and the marc with Bacillus natto was developed.[Result] The best fermentation condition optimized by the test of single factor and the orthogonal design respectively was mixing ratio of bean curd residue to marc 2∶1,substrate pH value 6,fermentation temperature 39 ℃,inoculum volume 10% and fermentation time 48 h.Under this optimized fermentation condition,the content of crude fiber in the substrate decreased from 107.8 mg/g before SSF to 56.2 mg/g after SSF,and the degeneration rate of crude fiber was 47.87%.[Conclusion] The bean curd residue in its palatability was enormously improved by SSF with Bacillus natto strain,which could be expected to be widely used as raw material of health foodstuff.

The Effects of Legume Crops （Pea and Faba Bean） on Soil Nutrients Availability and Yield Parameters of Subsequent Cabbage Crops under Organic Production Conditions

Three equal field plots were cultivated with respectively wheat, field pea and faba bean. The common conventional production technology, including the use of chemical fertilizers was applied in wheat, but no fertilizers at all were used in faba bean and field pea plots. Atter legume harvesting, forty day old broccoli and cauliflower seedlings were transplanted to each of them according to three replications randomized block design. The transplanting was conducted at equal planting density, and common organic production practices were applied in entire production cycle. The legume crops improved soil fertility by increasing total soil N （Nitrogen） and improving P （Phosphorus） and K （Potassium） availability to the subsequent crops. As a result, an enhanced vegetative growth, improved curd setting and increased average curd weight was found in broccoli and cauliflower. However, there were significant differences between legume crops themselves regarding the proved benefits to the subsequent crops, confirming a clear advantage of faba bean versus field pea. A significantly higher above ground biomass was recorded in cauliflower plants followed faba bean, compared with field pea and wheat, but no difference was found regarding the biomass production in broccoli. The higher percentage of plants set curds （either broccoli or cauliflower） was obtained in the variants followed faba bean and then field pea. The same was true regarding total curd yield and the average curd weight for both： broccoli and cauliflower.

Study on Processing Technology for Aconiti Kusnezoffii Radix by Bean Curd

[Objectives] The aim was to explore the best parameters for processing Aconiti Kusnezoffii Radix by bean curd. [Methods] Orthogonal test( L_(16)(4~3)) was designed to investigate the optimal soaking time,decocting time and bean curd proportion for processing Aconiti Kusnezoffii Radix by bean curd. The contents of monoester alkaloids and diester-alkaloids were measured as the evaluation indexes. [Results]The contents of monoester alkaloids were 0. 11%,0. 07%,0. 062% and 0. 048% respectively under the four levels of soaking time,were0. 081%,0. 066%,0. 074% and 0. 067% respectively under the four levels of decocting time,and were 0. 070%,0. 072%,0. 080% and0. 073% respectively under the four levels of bean curd proportion. The content of diester-alkaloids was all below 0. 034%. The influence intensity of the three factors on the content of monoester alkaloids ranked as soaking time > decocting time > bean curd proportion. Under any of the above conditions,the content of diester-alkaloids was below the limit of Chinese Pharmacopoeia. The content of diester-alkaloids was reduced obviously with the increased use of bean curd. [Conclusions] The optimum processing conditions for Aconiti Kusnezoffii Radix were A_3B_3C_2,i. e.,soaking time of 6 d,decocting time of 5 h and bean curd proportion of 25%.

Growth and yield responses of broccoli cultivars to different rates of nitrogen in western Chitwan, Nepal

A field experiment was conducted with the objective to determine the optimum rate of nitrogen (N) fertilizer for effective growth and yield of two varieties of broccoli in southern plain of Nepal. The experiment was laid out with two-factorial completely random block design (RCBD) comprising two varieties of broccoli (Calabrese and Green Sprouting) and five N rates (0, 50, 100, 150 and 200 kg ha-1) with three replication in each treatment combinations. The effects of variety and N rate on total curd yield were significant but the interaction effect was non-significant. Green Sprouting produced 11% higher total curd than Calabrese. Similarly, curd production increased N rate up to 200 kg ha-1 reaching a maximum of 14.47 t ha-1. This indicated that optimum level of N could be beyond the rates tested in this study, which needs further experimentation.

Development of Value Added Dahi by Incorporating Cereal and Fruits

A study was conducted for the development of value added dahi by incorporating fruit pulps, cereal flour and whey proteins concentrate （WHC） to increase the nutritional and sensory quality. Value added dahi （VAD） was prepared by using skim milk, oat flour and WPC. VAD with 1% oat flour, 1% whey protein concentrate was found to be highly acceptable by sensory evaluation and curd tension study. Statistically there was a highly significant difference （P 〈 0.05） between skim milk dahi （control） and VAD VAD scored highest sensory score for all the sensory parameters studied. Curd tension found to be markedly increased in value added dahi with increased firmness of the product. Value added stirred dahi was prepared with oat flour, whey protein concentrate, papaya, fig pulps and sugar with different combination in order to assess the suitable level of addition with maximum acceptability. Value added stirred dahi （VADl） with 1% oat flour, 1% WPC, 5% papaya pulp, 4% sugar combination was found to be acceptable among the other combinations. Storage studies evaluated by sensory score revealed that the value added dahi can be stored up to 7 days at 5 ^（2. A significant increase in acidity and decrease in pH were noticed in the VAD1 during the storage period but within the permissible limit. Statistical analysis revealed no significance difference （P 〉 0.05） in total count and yeast and mould count between VAD0 （control） and VADl during storage 5 ~C. Total yield of value added dahi increased along with cost of production due to increased cost of ingredients （fruits and whey protein concentrate） used for value addition.

Influence of Aloe Gel Enrichment on the Physicochemical, Textural and Sensory Characteristics of Dahi

Aloe gel, derived from Aloe vera plant is well known for its nutraceutical potential, It is available commercially as a juice with poor sensory quality. The therapeutic benefits of Aloe gel could be extended to food products concomitantly improving its acceptability. Dahi/curd is an Asian fermented dairy product that enjoys tremendous mass appeal. The objective of the present study was to formulate dahi enriched with Aloe gel （AG） as a functional ingredient and to study its effect on the quality of dahi. Plain dahi was prepared by addition of 2.5% skimmed milk powder （SMP） and suitable starter to milk. For the preparation of AG enriched dahi, SMP was replaced by AG at different levels （0.1-0.25%）. The products were evaluated for moisture, pH, titrable acidity （TA）, whey syneresis （WS）, total solid content （TS）, water holding capacity （WHC）, total yield （TY）, whiteness index （WI）, and viscosity. Microbial analysis and sensory evaluation were also carried out. Enrichment of dahi with AG was found to improve its quality characteristics by causing a significant reduction in WS and an increase in TA, TS, WHC, TY, WI and viscosity. AG dahi recorded good sensory acceptability. Storage study also indicated AG dahi to perform better in terms of the various parameters studied. The present investigation suggests the feasibility of adding Aloe gel powder as a functional ingredient to dahi to enhance product quality as well as its nutritional and therapeutic potency. It could be commercially exploited as a novel product.

Determination of Genistein in the Fermented By-product of Soybean Curd, an Indonesian Food, and Its in vivo Assay on Carrageenan-lnduced Mice

In our country, Indonesia, especially in West Java, people frequently consume fermented by-product of soybean curd for their main course. The by-product of curd, usually is discarded, can be fermented using either Neurospora （Neurospora sitophila） or Rhizopus （Rhizopus oligosporus） yeast to make oncom Genistein is a phytoestrogen, an estrogen-like chemical compound present in plants, that has anti-inflammatory property. Genistein can be determined by UV spectrophotometric method based on the UV absorbance of its complex with aluminum chloride. Addition of acid is a critical point in the procedure. The aim of this research was to know whether genistein is still contained in oncom This research also studied about oncom＇s activity on carrageenan-induced mice. Acetosal was used as drug control. Result showed that genistein was detected contained in oncom extract. The in vivo assay indicated that oncom extract （dose 1,000 mg/kg of body weight） reduced oedema in carragenan-induced paw of mice, which potencies were 066 times lower than that of acetosal＇s. Oncom might be useful as food and as a weak inflammation reducer as well.

Nutritional evaluation of whole soybean curd made from different soybean materials based on amino acid profiles

Objectives:Amino acid profiles of whole soybean curds(WSCs)and conventional soybean curds(CSCs)were comparatively studied to 1.,evaluate their nutritional value and 2.,study the suitable soybean material to fabricate WSCs.Materials and Methods:Nine types of soybean materials were selected to make WSCs and CSCs.Protein digestibility-corrected amino acid score(PDCAAS)and principal component analysis were selected to perform the comparative analysis of amino acid profiles of the products.Results:Total contents of amino acids in WSCs and CSCs were 41.24-54.87 mg/g and 27.77-36.82 mg/g.Content ranges of essential amino acids were 13.59-19.38 mg/g and 8.46-11.76 mg/g for WSCs and CSCs.The essential amino acid pattern of WSCs was basically close to amino acid pattern spectrum requirements except valine and sulfur amino acids.As a limiting amino acid,methionine represented less than 0.4 for PDCAAS in all soybean curds except WSCs made from relay-cropping Nandou12 and Nandou25.Conclusions:The overall quality of amino acids in WSCs was higher than that in CSCs,indicating that WSCs indeed exhibited higher nutritional value than CSCs from the viewpoint of amino acid profile.WSCs with the high nutritional value could be made using Nandou25 and relay-cropping Nandou12 as materials.

Effects of Tenebrio molitor larvae and its protein derivatives on the antioxidant and anti-inflammatory capacities of tofu

This study evaluated the antioxidant and anti-inflammatory capacities of tofu fortified with mealworm (Tenebrio molitor larvae) proteins and their derivatives. The synergistic effects of plant- and animal-based proteins as well as the advantages of bioactive peptides were evaluated. Tofu was prepared by soy (S), by mixing in a 1:1 ratio of soy and mealworm powder (SM), soy and mealworm protein isolate (SMPI), and soy and mealworm protein hydrolysate (SMPH). SM, SMPI, and SMPH tofu had different proximate compositions, particularly in terms of their protein and lipid contents, compared to S. Mealworm derived tofus had a higher amount of essential, branched-chain, and total amino acids than S. The in vitro ileal digestibility of SMPH (94.10%) was significantly higher than that of S (58.35%), SM (64.64%), and SMPI (73.38%). Moreover, SM, SMPI, and SMPH had higher antioxidant and radical scavenging capacity and total phenolic content than S. Mealworm derived tofu had strong anti-inflammatory effects against lipopolysaccharide (LPS)-induced cytokines, such as tumor necrosis factor (TNF)-α, interleukin (IL)-1β, and IL-6. Conclusively, tofu developed from mealworm and its protein derivatives can potentially be used to fortify traditional tofu;SMPH, in particular, has the most significant potential among all tofu variations in terms of functionality and nutritional value, providing added health benefits.

Oriental Delicacy—Bean Curd

SOYBEANS, original to China, abound in northeast Heilongjiang Province. The round plump beans actually remind one of the vast and fertile black soil in Heilongjiang. It is said that bean curd. the earliest known bean product, can be dated to as far back as the time of Christ! I enjoyed the full taste and flavor of Heilongjiang bean curd. and was able to thrive on the dish.

Peppery Hot Bean Curd

Peppery Hot Bean Curd is a famous dish that originated in Chengdu,Sichuan Province.Dating back to the year under the reign of Emperor Tongzhi during the Qing Dynasty(1862-1875),a woman chef named Chen created this dish.In Chinese it is called Mapo Bean Curd. Ingredients:Three pieces of bean curd,100 grams lean pork,25 grams green soy beans or

A model to reduce tyrosine crystallization in Chinese fermented soybean curd by adjusting NaCl,ethanol and temperature during fermentation

Objectives:White spots,mainly consisting of tyrosine,refer to small white particles that exist on the surface of mature Chinese fermented soybean curd or in the fermentation broth and have affected the appearance of Chinese fermented soybean curd.Materials and Methods:The study determined the composition of the white spots throughout mass spectrometry and high-performance liquid chromatography and investigated the relationship between tyrosine content,amino acid nitrogen content,depth of the proteolysis index and protease activity to interpret the mechanism of white spot formation during fermentation.Results:In this study,the results confrm that tyrosine accounts for 78.22%of the white spots.Excessive tyrosine content can promote the formation of white spots during fermentation.Free tyrosine content,amino acid nitrogen content,depth of the proteolysis index and protease activity during the fermentation process increased during fermentation.Correlation analysis results show that free tyrosine content was positively correlated with amino acid nitrogen content,depth of the proteolysis index and protease activity,which showed that the production of tyrosine is related to the degree of proteolysis.Solubility studies show that high concentrations of NaCl and ethanol affect the production of tyrosine and reduce its solubility,while the increase in temperature increases the solubility of tyrosine.Taking NaCl,ethanol and temperature as infuencing factors,a mathematical model of tyrosine solubility was established.Conclusion:This study lays the groundwork for understanding the mechanism of white spot formation during Chinese fermented soybean curd fermentation and provides solutions for controlling white spot formation.