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Field-oriented personalized intelligent recommendation system and implementation method

InactiveCN102208086AReasonable time distributionRealize Domain TransformationCommerceSpecial data processing applicationsPersonalizationUser needs
The invention discloses a field-oriented personalized intelligent recommendation system and an implementation method. Aiming at the defect of poor universality of the traditional recommendation manner, a reasonable data organization mode is adopted, so that the recommendation service has a cross-field property, and field conversion can be realized by configuring field information according to the characteristics of different fields; aiming at the problem of data sparseness caused by single user information acquisition source and low quantity in the traditional recommendation manner, a context perception technology for actively acquiring context information of interactive behaviors of a user and the system is introduced, so that the quantity of the acquired user information is greatly increased, and the time distribution of the acquired user information is more reasonable; the acquisition of the user information is directly related with the interactive behaviors of the user and the system; the system can acquire the current condition of the user in real time, so that the recommendation service can dynamically reflect the change condition of user demand; and the recommendation service quality is improved through a recommendation learning model by continuously using the reflection of the user on the recommendation result.
Owner:BEIJING UNIV OF POSTS & TELECOMM

Molybdenum-containing semi-conductor photocatalysis material responding to visible light, preparation method and application thereof

The invention relates to a molybdenum-containing semi-conductor photocatalysis material responding to visible light, wherein a molecular formula of the material is M2M1FeMoO6. In the formula, M1 is equal to Li, Na, K, Rb or Cs; and M2 is equal to Be, Mg, Ca, Sr or Ba. A preparation method for the material comprises the following steps that: an M1-containing compound, an M2-containing compound, an Fe-containing compound and an Mo-containing compound are placed into a mortar according to the mol ratio that the M1 to Fe to the M2 to Mo is 1: 1: 1: 1, and are ground and mixed evenly; and the mixture is subjected to presintering treatment the temperature is increased to be between 800 and 1,200 DEG C, and the mixture is at a constant temperature for 1 to 160 hours to obtain the molybdenum-containing semi-conductor photocatalysis material responding to the visible light. The material has low energy band gap, has good absorption under the irradiation of the visible light, and can be used for performing full spectrum absorption on solar light, or is used for removing harmful substances in the air and sterilizing under the irradiation of the visible light, or is used as a photoelectric conversion material, or is used for producing hydrogen and oxygen by performing photocatalytic analysis on water, or is used for removing organic substances which are harmful to people in sewage by the degradation. The material has the advantages of low synthesis cost, and simple and easy method.
Owner:WUHAN UNIV OF TECH

Business opportunity mining method based on enterprise portraits

The invention discloses a business opportunity mining method based on an enterprise portrait, and the method comprises the steps: obtaining structured, semi-structured and unstructured mass data through Internet data and enterprise basic data, carrying out the preprocessing of the data, and forming an enterprise service data center on the basis of the data; dynamically matching deduplication and user basic information through a system to form a unique ID of the whole network of the user; integrating and cleaning the data of each dimension of the enterprise, and binding the data with the uniqueID of the enterprise to form a portrait system; carrying out model training through multi-dimensional enterprise portraits and enterprise historical order data, and improving the user conversion rateand the repurchase rate; enabling different portraits to correspond to different recommendation rules, pushing proper products to enterprises in time, and pushing business opportunities to matched business personnel through an intelligent matching algorithm; obtaining sales feedback data in time through buried points, and building a business opportunity mining evaluation model; and performing secondary optimization on the business opportunity mining model in combination with results of machine learning and business personnel feedback information.
Owner:汉唐信通(北京)科技有限公司

Vehicle trajectory prediction method and system based on video vehicle passing data

The invention discloses a vehicle trajectory prediction method and system based on video vehicle passing data. The method comprises the following steps: collecting vehicle passing data, and extractingeffective field information in the vehicle passing data; constructing a basic road network; sorting the vehicle passing data according to the sampling time to form a total travel chain of each vehicle in the sampling time period; extracting two adjacent sample sequences in turn, calculating the travel time of the vehicle passing through two adjacent intersections according to the sample sequences, judging that the two adjacent intersections are travel chain segmentation points, and segmenting the total travel chain into a series of sub-travel chains according to the travel chain segmentationpoints; calculating the steering state probability of each vehicle at each intersection according to the sub-travel chain to obtain a steering probability matrix; determining that the intersection corresponding to the maximum steering probability in the steering probability matrix is the intersection to be reached by the vehicle driving trajectory prediction. The invention avoids the shortcomingsof relying on continuous positioning data, so as to realize the travel behavior characteristic analysis of any vehicle.
Owner:SHANDONG UNIV OF SCI & TECH +1

Recycled micro powder activation method

The invention discloses a recycled micro powder activation method, which comprises the following steps of crushing construction waste into particles being 25 to 40mm; then, putting the particles under the conditions of 200 to 500 DEG C for calcination for 1 to 4h; then, performing ball milling for 2 to 5h; performing sieving to obtain construction waste powder being 30 mum to 80 mum; putting the construction waste powder at 600 to 700 DEG C to perform calcination for 2 to 4h; raising the temperature to 0.5h to 1.5h to 800 to 1000 DEG C; performing heat insulation for 1 to 3h; then, after 0.5 to 1.5h, lowering the temperature to room temperature; then, sufficiently and uniformly mixing the recycled micro powder and an excitant with the weight percentage being 0.1 to 2..2 percent to obtain the activated recycled micro powder. The activation method provided by the invention has the characteristics that the activation effect is good; the operation of the activation method is simple; the environment is protected. Compared with ordinary concrete, the recycled micro powder concrete prepared from the recycled micro powder treated by the method provided by the invention has the advantage that the pressure resistant intensity and the work performance are obviously improved.
Owner:WUHAN YUANJING READY MIXED CONCRETE CO LTD

Big data precision marketing system and equipment with privacy protection

The invention discloses a big data precision marketing system and equipment with privacy protection and a processing device. An original data server sends an encrypted identity identifier obtaining request to an identity identifier encryption/decryption server, and the identity identifier encryption/decryption server returns encrypted identity identifier information after receiving the request; the original data server replaces a user identity identifier in original data by the encrypted identity identifier information and sends the encrypted identity identifier information to a big data processing server, after the big data processing server analyzes the data, the big data processing server carries out portrait analysis on each user, making corresponding labels for the users, sending encrypted identity identifiers and label information of the users to a big data label server, and the big data label server stores the encrypted identity identifiers of the users and the label informationcorresponding to the users into a database to wait calling. According to the system and equipment and the processing device, the user privacies in big data application processes are protected, and marketing customers are enabled to initiatively screen target users in the big data precision marketing processes.
Owner:BEIJING DONGFANG WANGRUN TECH

Florists chrysould likehemum iced tea and preparation method thereof

The invention discloses a florists chrysould likehemum iced tea. The florists chrysould likehemum iced tea is characterized in that the florists chrysould likehemum iced tea is formed by the following materials: by weight, 1-2 parts of chrysanthemum, 1-2 parts of boat-fruited sterculia seed, 1-2 parts of momordica grosvenori, 1-2 parts of lotus seed, 2-3 parts of wolfberry, 1-2 parts of hawthorn, 1-2 parts of rock candy, 3-4 parts of corn, 5-8 parts of coarse rice, 1-2 parts of milk powder, 1-2 parts of calendula, 1-2 parts of cushaw flower, 1-2 parts of pitaya flower, 1-2 parts of lily flower and 1-2 parts of trichosanthes kirilowii leaf. The florists chrysould likehemum iced tea is similar to tea with milk, is an instant drink, possesses rick nutrient elements and possesses health-care elements. Due to the fact that the hawthorn can help digest and invigorate the stomach, the wolfberry can reinforce yang-qi, the lotus seed can reduce blood pressure and the boat-fruited sterculia seed can clear throat fire, the florists chrysould likehemum iced tea can beneficially improve sub-health state of an urban white collar, increases human body immunity, reduces blood sugar and blood fat, benefits human health and prolongs life of a user who drinks the florists chrysould likehemum iced tea in a long time.
Owner:安徽省本草国药饮片有限公司

Control method of intelligent wardrobe open platform of Internet of Things on the basis of big data

The invention relates to the technical field of the smart home, and provides a control method of an intelligent wardrobe open platform of the Internet of Things on the basis of big data. The control method comprises the following steps of a cloud server side obtains clothes information stored in the intelligent wardrobe and service contents provided by a service provider; the cloud server side obtains the demand information of a user according to the clothes information; the cloud server side searches the service contents corresponding to the demand information from the service contents according to the demand information; a cloud server sends the service contents corresponding to the demand information to the intelligent wardrobe, data stored in the intelligent wardrobe and the cloud server side are synchronized, the data of the user is mined and analyzed and interacts with a third-party cooperation channel, service provided by the third-party cooperation channel is integrated to the cloud server side to cause the user to select the service contents provided by the service provider according to own demands, the service of the service provider more fits in with the user, more service contents are accessed through the open platform, and the values of the intelligent wardrobe and the cloud server side can be fully performed.
Owner:深圳市欧力森科技发展有限公司

Intelligent operation method based on two-dimensional code

The invention discloses an intelligent operation method based on a two-dimensional code. after answering, the test paper is photographed through the electronic product and analyzed to generate a testpaper two-dimensional code; the two-dimensional code comprises a student ID and a test paper ID; answer parts of test paper objective selection questions are scanned; a machine learning technology isused for identifying a student handwriting choice question solving process; answers are input in the database, the answer is compared with an answer in the database; score is determined, the result isdirectly displayed to the terminal of the user through handwriting neatening; and in an answering area of the question-solving process, on one hand, a machine learning technology is used for automatically identifying the handwriting neatening degree and obtaining and storing handwriting neatening scores, and on the other hand, teachers are used for reviewing whether questions exist in the question-solving process or not, reviews of the teachers are obtained and stored, and results are displayed to a terminal of the user. And finally, the system reviews the correct questions according to the wrong questions of the students in combination with an Ebbinghaus curve, and the test paper for reviewing the questions still adopts the process, so that the workload of teachers is greatly reduced.
Owner:李佳旺

Preparation method of vitis amurensis whole-fruit fermentation product

The invention relates to the technical field of food preparation and especially relates to a preparation method of a vitis amurensis whole-fruit fermentation product. The preparation method comprises the following steps: (1) crushing and grinding de-stemmed vitis amurensis to obtain vitis amurensis juice; (2) performing ultrasound treatment of the vitis amurensis juice; (3) fermenting the vitis amurensis juice; (4) filtrating and removing residues, namely performing filter press of the vitis amurensis juice fermented by lactic acid bacteria and removing the residues to obtain fermented vitis amurensis juice; (5) embrane concentrating, namely concentrating the fermented vitis amurensis juice by a reverse osmose membrane until the concentration is 25-30 Brix; and (6) vacuum freezing and drying, namely drying the concentrated fermented vitis amurensis juice until the mass percentage of the moisture content is 5-10%, so that the vitis amurensis whole-fruit fermentation product is obtained. The preparation method of the vitis amurensis whole-fruit fermentation product of the invention performs yeast fermentation and lactic acid bacteria fermentation according to the characteristics of the vitis amurensis, so that the vitis amurensis fermentation product prepared according to the preparation method has high activity, fully demonstrates value of the vitis amurensis, improves the benefit of the vitis amurensis, and promotes physical conditions of people who eat the vitis amurensis whole-fruit fermentation product.
Owner:福建新味食品有限公司

Wireless adaption control terminal, system thereof and control method

The invention relates to a wireless adaption control terminal and a system thereof. A new network system architecture is adopted, namely, a collaborative network architecture among a control terminal, the wireless adaption control terminals and terminal devices is realized; a wireless communication technology is fully utilized, so that the expansion of the functions of the terminal devices is realized; and a regional overall framework solution can be realized. The invention also relates to a control method of a wireless adaption control terminal system. According to the method, universal adaption to various kinds of terminal devices can be realized through the wireless adaption control terminal; the functions of the control terminal and the terminal devices are reconstructed; flexible control and management of the terminal devices can be realized through a designed multi-terminal device control and management mechanism, and therefore, limitations in the prior art can be broken through, defects in the prior art can be eliminated; and on the one hand, the flexible use of the terminal devices can be promoted, the value of the terminal devices can be fully utilized, and on the other hand, the functional capabilities and functional boundaries of the terminal devices can be expanded, and user experience can be enhanced.
Owner:NANJING UNIV OF POSTS & TELECOMM

Medicine project name contrast translation method for heterogeneous system

The invention discloses a medicine project name contrast translation method for a heterogeneous system, and the method comprises six steps: data extraction and preprocessing, name cascading search, preliminary statistics of divided words, regression of all corpuses, repeated dividing of words, the determining of reasonability of all divided words, and the quantification of combined divided words. According to the invention, the method finds the difference of three catalogs of all regions through big data mining analysis. Taking the difference as the starting point, the method builds a three-catalog difference feature library of the heterogeneous systems of all places, builds a reliable medicine project name matching algorithm, effectively replaces a conventional manual contrast three-catalog matching method, solves a problem that the three-catalog contrast mapping period among the heterogeneous systems is longer, gives full play to the value of big data, and improves the medical data circulation efficiency. Meanwhile, the method does not need a professional grammatical word dividing tool to carry out the semantic analysis of each medical project mane, and reduces the complexity of the whole algorithm process.
Owner:上海金仕达卫宁软件科技有限公司

Weight stacking decision tree-based short-time public transport passenger flow prediction method and system

The invention discloses a short-time public transport passenger flow prediction method and system based on a weight stacking decision tree. The method comprises the following steps: 1) preprocessing bus IC card data, and aggregating the data into hour passenger flow data; 2) acquiring feature data of a to-be-detected route according to the location of the bus route and the time interval of the historical passenger flow, establishing a feature matrix and performing normalization operation; 3) carrying out independence test on the obtained features, carrying out correlation test on different features and prediction labels, and carrying out normal distribution test on the features; 4) constructing a weight stacking gradient lifting tree model; 5) training the training set through the weight stacking gradient boosting tree model, and then predicting the passenger flow in the prediction period to obtain a prediction result. The method has higher prediction precision and prediction stability, can give full play to the value of big data in the public transport field, effectively extracts the relevance between the multi-source impact factor and the passenger flow, and achieves the more accurate prediction of the short-term passenger flow of the public transport.
Owner:SOUTH CHINA UNIV OF TECH
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