KR102099560B1 - System for providing research paper consulting service with contents of surveying organization, survey conducting, and data analysis - Google Patents

Abstract

The present invention includes a thesis consulting service provision server including: a guided terminal outputting a consulting request event including thesis and consulting field, type, major, and course and feedback-receiving and outputting consulting content and consulting channel connection corresponding to the consulting request event; a consulting terminal assigned with a guided person of the guide terminal based on at least one piece of data included in the consulting request event output at the guided terminal, connected by a consulting channel to the guided terminal, and executing call or message reception and transmission; a receiving unit receiving the consulting request event output from the guided terminal; an assignment unit performing matching with the consulting terminal and assignment of the guided person of the guided terminal based on at least one piece of data included in the received consulting request event; a generation unit generating a consulting channel between the guided terminal and the consulting terminal; a survey design unit executing survey design based on selected data in the case of selection of an analysis method including the survey method, target number selection, and statistical technique selected at the guided terminal; a survey execution unit examining the survey execution process executed at the guided terminal and processing raw data into an analyzable material; a data analysis providing research result creation content corresponding to the survey method and the statistical technique; and a data interpretation providing content including a method for interpreting the material analyzed at the data analysis unit.

Description

Thesis consulting service providing system that provides research design, research execution, data analysis, and data interpretation content. {SYSTEM FOR PROVIDING RESEARCH PAPER CONSULTING SERVICE WITH CONTENTS OF SURVEYING ORGANIZATION, SURVEY CONDUCTING, AND DATA ANALYSIS}

The present invention relates to a system for providing a thesis consulting service that provides research design, research execution, data analysis, and data analysis content, and provides necessary information for each process ranging from the research method, design, execution, and analysis required by the paper. Provided by content and consulting.

The development and growth of an academic field is generally assessed by research in that field, and research is the selection of meaningful and original research topics, selection of appropriate research methodologies for conducting research topics, appropriate use of research methods, and research results It can be said that it is evaluated by the contribution degree of. Among them, the selection and use of appropriate research methods and the clear conception of research methodology play a very important role in the development of the study. Research methodology is a method of acquiring knowledge or claiming knowledge based on the philosophical or epistemological basis of the characteristics of a particular study. It refers to a theoretical approach to justification. The fundamental purpose of establishing a research methodology can be understood as a research strategy for describing and explaining the relationship between all hypotheses and information-related phenomena through the collection and analysis of data to verify the proposed hypothesis or problem.

At this time, a research research method of research papers was selected and a method of statistically researched and developed. In this regard, in Korean Patent Registration No. 10-1680050 (announced on November 28, 2016), the user has conducted statistical research. The composition of statistical production and statistical data collection and analysis tools to support the design of survey tables, survey targets and effectiveness (internal examination), and to perform inspection and analysis on data collected offline using survey tables Is disclosed. In more detail, the design department designing the survey table and the survey target, the input section collecting statistical survey data based on the designed survey table and the survey target, the design of internal inspection rules to detect errors in the collected statistical survey data, and Disclosed is an internal inspection unit that performs internal inspection according to the internal inspection rule, and an analysis unit that performs statistical analysis on statistical survey data on which internal inspection is performed.

However, even if the method described above is used, students who write the thesis should use different methods in the process of deriving research research methods suitable for the thesis of the thesis, conducting research, and analyzing data as the subjects are different. Students still have to worry and can't do proper research and analysis because they can't help but rely on Internet search results or acquaintances' answers in situations where they don't receive formal guidance using statistical tools that fit the paper's format. In addition, students who complain that the professor's feedback is only in the level of correcting the misspelling because there is virtually no time to provide the above-mentioned formal guidance to the graduate students in the working hours of professors who need to conduct research as well as practical classes. Is increasing.

An embodiment of the present invention provides content and consulting to prepare the thesis and prepare the research proposal and the basic structure and format of the thesis to meet the thesis review schedule, and research and design the research method to prove or research the hypothesis of the thesis From consulting to research execution, data analysis, and data analysis, a thesis consulting service that provides research design, research execution, data analysis, and data analysis content that can consult differently conducted research methods based on the specificity of the paper at each stage. It is possible to provide a delivery system. However, the technical problem to be achieved by the present embodiment is not limited to the technical problem as described above, and other technical problems may exist.

As a technical means for achieving the above-described technical problem, an embodiment of the present invention outputs a consulting request event including a thesis and type of thesis and consulting, a major field, and a process, and consulting corresponding to the consulting request event A guidance terminal receiving and outputting a content and consulting channel connection as a feedback, and receiving a leader of the guidance terminal based on at least one data included in a consulting request event output from the guidance terminal, and consulting with the guidance terminal Connected to a channel, a consulting terminal that performs call or message transmission and reception, and a receiving unit that receives a consulting request event output from the guidance terminal, and a guidance terminal based on at least one data included in the received consulting request event. Allocation unit that allocates and assigns the leader of the match to the consulting terminal, A generation unit that creates a consulting channel between Ting terminals, an investigation design unit that performs a survey design based on the selected data, when an analysis method including a research method, a target number selection, and a statistical technique selected by a Fiji terminal is selected, Fiji A data analysis unit that provides research result creation contents corresponding to the research method, statistical method, and research execution unit that examines the research research process performed at the terminal and processes raw data as analytical data. It includes a thesis consulting service providing server including a data analysis unit that provides content including a method for interpreting the data analyzed by the data analysis unit.

According to any one of the above-described problem solving means of the present invention, content and consulting are provided to prepare the thesis and prepare the research proposal and the basic structure and format of the thesis according to the thesis review schedule, and to prove or research the hypothesis of the thesis From research design to research execution, data analysis, and data analysis, the research method can be consulted based on the specificity of the paper at each stage.

1 is a view for explaining a thesis consulting service providing system that provides research design, research performance, data analysis, and data analysis content according to an embodiment of the present invention.
FIG. 2 is a block diagram for explaining a thesis consulting service providing server included in the system of FIG. 1.
FIG. 3 is a view for explaining an embodiment in which a thesis consulting service providing survey design, survey performance, data analysis, and data analysis content according to an embodiment of the present invention is implemented.
4 is a view showing a process in which a thesis consulting service is performed according to an embodiment of the present invention.
FIG. 5 is an operation flowchart for explaining a method for providing a thesis consulting service providing research design, research execution, data analysis, and data analysis content during the thesis consulting process of FIG. 4.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art to which the present invention pertains can easily practice. However, the present invention can be implemented in many different forms and is not limited to the embodiments described herein. In addition, in order to clearly describe the present invention in the drawings, parts irrelevant to the description are omitted, and like reference numerals are assigned to similar parts throughout the specification.

Throughout the specification, when a part is "connected" to another part, this includes not only "directly connected" but also "electrically connected" with another element in between. . Also, when a part is said to “include” a certain component, it means that the component may further include other components, not to exclude other components, unless otherwise stated. However, it should be understood that the existence or addition possibilities of numbers, steps, actions, components, parts or combinations thereof are not excluded in advance.

The terms "about", "substantially", and the like used throughout the specification are used in or at a value close to that value when manufacturing and substance tolerances specific to the stated meaning are given, and the understanding of the invention To aid, accurate or absolute figures are used to prevent unconscionable abusers from unduly using the disclosed disclosure. The term "~ (step)" or "step of" as used in the entire specification of the present invention does not mean "step for".

In the present specification, the term “unit” includes a unit realized by hardware, a unit realized by software, and a unit realized by using both. Further, one unit may be realized by using two or more hardware, and two or more units may be realized by one hardware.

In the present specification, some of the operations or functions described as performed by the terminal, the device, or the device may be performed instead on the server connected to the corresponding terminal, device, or device. Similarly, some of the operations or functions described as being performed by the server may be performed in a terminal, apparatus, or device connected to the corresponding server.

In this specification, some of the operations or functions described as mapping or matching with the terminal means that the unique number of the terminal or identification information of the individual, which is the identification data of the terminal, is mapped or matched. Can be interpreted as

Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

1 is a view for explaining a thesis consulting service providing system that provides research design, research performance, data analysis, and data analysis content according to an embodiment of the present invention. Referring to FIG. 1, a thesis consulting service providing system 1 that provides research design, research execution, data analysis, and data analysis content includes at least one guidance terminal 100, a thesis consulting service providing server 300, At least one consulting terminal 400 may be included. However, the system 1 for providing a thesis consulting service providing research design, research execution, data analysis and data analysis content of FIG. 1 is only an embodiment of the present invention, and thus the present invention is limitedly interpreted through FIG. 1. It does not work.

At this time, each component of FIG. 1 is generally connected through a network (network, 200). For example, as shown in FIG. 1, at least one Fiji terminal 100 may be connected to the thesis consulting service providing server 300 through the network 200. In addition, the at least one guidance terminal 100 may be directly or indirectly connected to the at least one consulting terminal 400 through the network 200 via the thesis consulting service providing server 300. Further, the thesis consulting service providing server 300 may be connected to at least one Fiji terminal 100 and at least one consulting terminal 400 through the network 200. In addition, the at least one consulting terminal 400 may be connected to the thesis consulting service providing server 300 through the network 200 and directly to the terminal 100 to be guided through the thesis consulting service providing server 300. Or it can be connected indirectly.

Here, the network means a connection structure capable of exchanging information between each node such as a plurality of terminals and servers, and examples of such a network include RF, 3GPP (3rd Generation Partnership Project) network, and LTE (Long Term) Evolution network, 5GPP (5th Generation Partnership Project) network, World Interoperability for Microwave Access (WIMAX) network, Internet, Local Area Network (LAN), Wireless Local Area Network (LAN), Wide Area Network (WAN) , PAN (Personal Area Network), Bluetooth (Bluetooth) network, NFC network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, and the like.

In the following, the term at least one is defined as a term including a singular number and a plural number, and even if the term at least one term does not exist, each component may exist in a singular or plural number, and may mean a singular or plural number It will be self-evident. In addition, it may be said that each component is provided in a singular or plural form, depending on the embodiment.

At least one of the guidance terminals 100 selects the research topic of the thesis using web pages, app pages, programs, or applications related to thesis consulting services that provide research design, survey execution, data analysis, and data analysis content. It may be the terminal of the leader who is consulted from the process of preparing the examination. At this time, the leader may be a student, but does not exclude the inclusion of an office worker or the general public. Further, the at least one Fiji terminal 100 may be a terminal that registers the field and type of thesis and consulting, the field of study, and the process to transmit a consulting request event to the thesis consulting service providing server 300. In addition, the at least one coach terminal 100, if a consultant suitable for his major, research subject, school, course, etc. is assigned in the thesis consulting service providing server 300, the thesis consulting service providing server 300 It may be a terminal that forms a connection channel with the consulting terminal 400 assigned directly or indirectly. And, the at least one guidance terminal 100 receives and outputs at least one consulting content from the thesis consulting service providing server 300 to correspond to the research plan or thesis review schedule uploaded from the guidance terminal 100. It may be a terminal. Further, at least one of the guidance terminals 100 may be a terminal that receives content from the research consulting method providing server 300 or the consulting terminal 400 when selecting the research method. In addition, it may be a terminal receiving content from each stage of research design, execution, data analysis, analysis, etc. from the thesis consulting service providing server 300 or feedback from the consulting terminal 400. In addition, the at least one Fiji terminal 100 may be a terminal connected to the at least one consulting terminal 400 through a call or data channel and remotely receiving one-to-one consulting content.

Here, the at least one Fiji terminal 100 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser (WEB Browser), a desktop, a laptop, and the like. In this case, the at least one Fiji terminal 100 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one Fiji terminal 100 is, for example, a wireless communication device that is guaranteed for portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular) , PHS (Personal Handyphone System), PDA (Personal Digital Assistant), IMT (International Mobile Telecommunication) -2000, CDMA (Code Division Multiple Access) -2000, W-CDMA (W-Code Division Multiple Access), Wibro (Wireless Broadband Internet) terminal, a smart phone (smartphone), a smart pad (smartpad), a tablet PC (Tablet PC) and the like may include all kinds of handheld (Handheld) -based wireless communication device.

The thesis consulting service providing server 300 may be a server providing a thesis consulting service web page, an app page, a program or an application that provides research design, research execution, data analysis, and data analysis content. In addition, the thesis consulting service providing server 300 may be a server that receives a thesis consulting request from the guidance terminal 100, and may be a server that searches and assigns a consultant who will provide consulting to the guidance terminal 100. have. To this end, the thesis consulting service providing server 300 may be a server that receives and records history items such as a major field and a degree from at least one consulting terminal 400. In addition, the thesis consulting service providing server 300 may be a server that transmits consulting content to at least one Fiji terminal 100 in each step to correspond to a schedule input from the at least one Fiji terminal 100. . At this time, the thesis consulting service providing server 300 transmits information and steps of the leader to at least one consulting terminal 400 in a step in which consulting is required in each step, in a call or data transmission / reception channel between the consultant and the leader. It may be a server that enables the leader to receive consulting. To this end, the thesis consulting service providing server 300 is a server that collects anticipated questions as big data and classifies them into categories according to each field, major, and process, and forms content so that the judges in VR content perform the expected questions. It might be. In addition, the thesis consulting service providing server 300 collects big data on major interests or major questions for each of at least one school, academic society, and judge, and provides information about the direction and points of the thesis to the leader. It could be a server.

Here, the thesis consulting service providing server 300 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser (WEB Browser), a desktop, a laptop, and the like.

The at least one consulting terminal 400 may be a terminal of a consultant using a web page, an app page, a program or an application related to a thesis consulting service providing research design, research execution, data analysis and data analysis content. In addition, when at least one consulting terminal 400 is assigned the guidance terminal 100 from the thesis consulting service providing server 300, the content and consulting contents for each schedule transmitted from the thesis consulting service providing server 300 are provided. It may be a terminal that receives and transmits the consulting content to at least one Fiji terminal 100 at a predetermined period or period. At this time, at least one consulting terminal 400 receives a different schedule and schedule from the thesis consulting service providing server 300 when there are a plurality of assigned leaders, and content and consulting of any content should be performed at each time. It may be a terminal that outputs whether.

Here, the at least one consulting terminal 400 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser (WEB Browser), a desktop, a laptop, and the like. At this time, the at least one consulting terminal 400 may be implemented as a terminal capable of accessing a remote server or terminal through a network. The at least one consulting terminal 400 is, for example, a wireless communication device in which portability and mobility are guaranteed, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), Personal Handyphone System (PHS), Personal Digital Assistant (PDA), International Mobile Telecommunication (IMT) -2000, Code Division Multiple Access (CDMA) -2000, W-Code Division Multiple Access (W-CDMA), Wireless Broadband Internet ) It may include all kinds of handheld-based wireless communication devices such as a terminal, a smartphone, a smartpad, and a tablet PC.

The administrator terminal (not shown) registers a consultant in at least one consulting terminal 400 using a web page, app page, program or application related to thesis consulting service that provides research design, research execution, data analysis, and data analysis content. When a request is received, it may be a terminal that verifies each degree or history and uploads it to the site. In addition, when the assignment of the consulting terminal 400 is automatically performed by the consulting request of the at least one coach terminal 100, it is determined once more whether the course of the leader, the history, the field of study and the field of study of the consultant match. It may be a terminal inspected.

Here, the administrator terminal may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser (WEB Browser), a desktop, a laptop, and the like. At this time, the administrator terminal 600 may be implemented as a terminal that can access a remote server or terminal through a network. The administrator terminal is, for example, a wireless communication device that guarantees portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS (Personal Handyphone System) , PDA (Personal Digital Assistant), IMT (International Mobile Telecommunication) -2000, CDMA (Code Division Multiple Access) -2000, W-CDMA (W-Code Division Multiple Access), Wibro (Wireless Broadband Internet) terminal, smartphone ( It may include all kinds of handheld-based wireless communication devices, such as smartphones, smartpads, tablet PCs, and the like.

FIG. 2 is a block diagram for explaining a thesis consulting service providing server included in the system of FIG. 1, and FIGS. 3 to 5 are survey design, survey performance, data analysis, and data analysis contents according to an embodiment of the present invention A diagram for explaining an embodiment in which a thesis consulting service providing a service is implemented.

Referring to FIG. 2, the thesis consulting service providing server 300 includes a receiving unit 310, an allocation unit 320, a generation unit 330, an investigation design unit 340, an investigation execution unit 350, and a data analysis unit ( 360), and a data analysis unit 370.

The thesis consulting service providing server 300 according to an embodiment of the present invention or another server (not shown) operating in conjunction with at least one guidance terminal 100, at least one consulting terminal 400, and an administrator terminal When transmitting thesis consulting service application, program, app page, web page, etc. that provides research design, research execution, data analysis, and data analysis content, at least one guidance terminal 100, at least one consulting terminal ( 400), and the administrator terminal may install or open a thesis consulting service application, program, app page, web page, etc., which provides research design, research performance, data analysis, and data analysis content. In addition, a service program may be run in at least one terminal 100, at least one consulting terminal 400, and an administrator terminal using a script executed in a web browser. Here, the web browser is a program that enables the use of the world wide web (WWW) service, and refers to a program that receives and displays hypertext described in a hypertext mark-up language (HTML), for example, Netscape. , Explorer, Chrome, etc. Further, the application means an application on the terminal, and includes, for example, an app running on a mobile terminal (smartphone).

Referring to FIG. 2, the receiving unit 310 may receive a consulting request event output from the terminal 100. At this time, the guidance terminal 100 may transmit a consulting request event including the field and type of thesis and consulting, the field of study, and the process to the receiving unit 310. Of course, various types of input values may be input in addition to the above-described input values, and it will be apparent that modifications, deletions, and additions as well as modifications and changes are possible.

The allocator 320 may allocate and allocate the leader of the guidance terminal 100 to the consulting terminal 400 based on at least one data included in the received consulting request event. To this end, the consulting terminal 400 must have registered and verified the major, degree, history, consulting field, and history of the consultant in advance. This may be manually verified at the administrator terminal, or automatically verified through a third-party trusted organization (The 3rd Party), and may be changed according to an embodiment. At this time, it is not excluded that the matching can also be performed manually.

The generation unit 330 may generate a consulting channel between the Fiji terminal 100 and the consulting terminal 400. This includes call or data transmission and reception, and data transmission and reception may be various, such as a message, a messenger, a video call, an email, but is not limited to the above. Through this, the guidance terminal 100 may receive and output consulting content corresponding to the consulting request event and consulting channel connection as feedback. In addition, the consulting terminal 400 is assigned the leader of the guidance terminal 100 based on at least one data included in the consulting request event output from the guidance terminal 100, and the guidance terminal 100 It is connected to the consulting channel and it is possible to perform call or message transmission.

The content providing unit (not shown) may distribute the first consulting content to the fifth consulting content for each period to correspond to the thesis review schedule input from the guidance terminal 100 and transmit the content to the guidance terminal 100. In this case, the first consulting content includes the thesis review method content including the description of the change tracking function in the document editor program, the reference finding content including the method of searching domestic and foreign papers using keywords in academic search, and the reference using the reference citation program Literature citations. The content may be composed of any one or at least one medium of text, images, and images. In addition, the 2nd consulting content selects research methodology including research method, research research, research research, literature review research, qualitative research, and quantitative research to select research subjects through deriving research subjects based on prior research. It may include method content for deriving a research method, and method content for selecting an analysis method for selecting an analysis method and a statistical method previously mapped to the derived research methodology.

 The 3rd consulting content includes introductory writing content including the argumentative writing method to correspond to the research purpose, theoretical background writing content including setting the table of contents of the theoretical background and organizing references, and literature surveys, surveys, experiments, And research method review method content including a review of research performance corresponding to a methodology including statistical processing. The 4th consulting content considers research result creation method content, which is a method for creating results according to the analysis method and statistical method, research result table and graph expression method, analysis method analysis and prior research, which is a method for creating tables and graphs suitable for the thesis format. The content of the review writing method, the content of the conclusion writing method to interpret and draw conclusions on the research results, and the content of the thesis type theorem using the document editor program. Here, the content providing unit (not shown) provides an interface for selecting whether or not to request for the thesis type theorizing to the guidance terminal 100 when providing the thesis type theorem, so that the selection value of the guidance terminal 100 is returned. You can. At this time, if the request for the thesis type theorem is checked, the content provider (not shown) searches for a terminal (not shown) to perform the thesis type theorem, and outsources the thesis to the thesis to be processed within a predetermined period. Place an order.

The fifth consulting content may be VR or AR content. At this time, the thesis review preparation content that the at least one judge asks for the pre-stored expected question or the expected question received from the consulting terminal 400, the second review preparation content that provides advice for psychological stability, and the final revision of the thesis and English content may include content. Here, the content providing unit (not shown) transmits an interface for determining whether to request an abstract or an English translation of the dissertation in the content of the final revision of the article and the English translation method content to the guidance terminal 100 and select the guidance terminal 100 The value can be returned. At this time, if the request for English translation is checked, the content providing unit (not shown) searches for a terminal (not shown) to perform English abstraction of the abstract or thesis text, and the English or English abstract of the abstract or thesis text to the corresponding terminal is within a preset time limit. Order outsourcing to process.

At this time, the fifth consulting content may be progressed through HMD. At this time, HMD refers to a system that allows humans to feel sensuous effects such as actually seeing and touching through special equipment such as data gloves and data clothes, and immersing them in a vivid environment. This is a method in which the user is basically immersed in the 3D space created by the computer, and then is directly immersed in the equipment. Here, after the fifth consulting content is provided, that is, the content that allows the judge to ask a question and see that he or she has answered is viewed from the perspective of the third person. Third-person virtual reality refers to a system that allows you to make yourself feel as if you are in a virtual space by making yourself appear in a virtual space created by a computer. Unlike HMD, it is not a way to move or respond to the body by yourself, but to see one's actions from the third person point of view. Watching this, the leader can not only give advice to the consultant, but also can look back on himself, so he can prepare for better answers and attitudes.

When providing the first consulting content to the fifth consulting content in this way, the survey design unit 340 to the data analysis unit 370 set the survey research method, determine the statistical tool, determine the survey method, and determine the sample The whole process of setting the number, analyzing the data, and interpreting the data can be provided, and the details are as follows.

First, before explaining the following investigation design, research execution, data analysis and data analysis process, a rough research methodology will be described. First of all, once the research (thesis) theme is selected and identified, research design is conducted, and the process of feasibility / reliability, hypothesis setting, sampling, manipulation / variable measurement / scale is performed, and then the research method type is selected. (Survey), Experiment, Historical Research, Interview Research Method, Culture Technology Method, Observation Research, Literature Research, Comparative Research, Content Analysis, Evaluation Research, Quantitative Biology, Case Study, System Design, Field Research / Site Research / Academic Movement, Research method types such as Delphi Studies, Focus Group Research, Field Sutdy, Technical Research, and Deconstruction are set. Then, when analyzing the collected data, it is performed through descriptive statistics, reasoning statistics, and computational analysis (SPSS / SAS), and then analyzing them and putting them in the dissertation. Students who encounter statistical techniques that vary depending on each field, subject, and hypothesis setting face difficulties in not knowing what each is and how to use it. Accordingly, an embodiment of the present invention, when providing the above-mentioned five consulting contents, by providing the following contents and consulting for the process ranging from the research method and interpretation, the student will rely on the professor at each step Helps you to design and interpret your research without having to do it yourself.

The survey design unit 340 may perform a survey design based on the selected data when an analysis method including a survey research method, a target number selection, and a statistical technique selected by the terminal 100 is selected. That is, the investigation design unit 340 may transmit content including a method for deriving an investigation research method including a search survey, questionnaire preparation, data collection method determination, population and sample selection, to the guidance terminal 100, and the guidance instruction. As an input value of the research method selected in the terminal 100, a number of subjects corresponding to the sample size may be calculated using a pre-stored target number selection algorithm. In addition, the survey design unit 340 may select and store an analysis method and a statistical technique corresponding to the survey research method from the terminal 100 to be detected. In this case, the pre-stored target number selection algorithm may be a G Power program, but is not limited thereto, and any program for selecting the target number (sample number) may be used.

In addition, relatively quantitative research methods include transaction log analysis, protocol analysis, sequential analysis, discrete choice analysis, etc., and qualitative research methods include phenomenological methods and hermeneutics. It introduces analytical methods, including semiotics, discourse analysis, etc., and can provide what research methods can be used for topics and hypotheses chosen by students. For example, after extracting the research topic of an existing paper as a keyword, accumulating data mapping the extracted keyword and the research method, and then adding a research topic as a keyword (Query = Research) Subject)), which method can be printed out in a graph or a table.

An essential element of all academic fields is an in-depth understanding of research methodology and its proper application. This is especially urgent in post-graduate education aimed at research, and in the case of a master's course in the Department of Literature and Information Science in Korea, all universities require a master's thesis, so the ability to design and conduct research independently is more urgent. The number of universities whose research methodology is designated as an essential subject is less than 30%. Therefore, according to an embodiment of the present invention, by introducing and guiding a research methodology suited to various research topics, it is possible to provide content or consult a course that is not taught in college but must be essential for a graduation degree.

In addition, it is important to have a balanced consultation between quantitative and qualitative research methods. In Korea, graduate school research methodology education tends to focus on traditional and quantitative research methods. For the growth, development, and diversification of academic research, the balance of quantitative research methods and qualitative research methods for graduate students who are beginning to learn the basics of research A good education is desirable. Accordingly, contents for qualitative research methods (qualitative analysis methods) may be introduced together for use in consulting. In addition, it is necessary to introduce and introduce new and diverse topics and methods that have not been dealt with much in Korean research methodology education.

In recent literature and information science research, the use of qualitative research methods is gradually increasing, multidisciplinary research is increasing, and research related to information technology and information studies is increasing. Research using a number of research methodologies increases, and applied research tends to increase relatively. At the same time, it is necessary to continue the traditional research methodology, data analysis method, and theoretical and basic research. Due to the rapid changes in the Internet and information technology, the subjects of literature and information science are also diversified and complicated. Diversification and complexity of research subjects and research subjects require diversification of corresponding research methods. It is difficult to deal with traditional research methods and new research methods within a single research methodology subject, and it is difficult to balance quantitative research methods and qualitative research methods. Content and consulting should be provided.

In addition, in the case of data collection by the survey method that is frequently applied in social science, the response rate or return rate, which is the response from the research subjects, ie, respondents, is a very important indicator, and the data collected as reliable response rates in social science research As a condition to be recognized as data, a recovery rate of at least 60% or more is applied, so when collecting data, if the recovery rate is not satisfied, a guideline to collect again may be added. In addition, if the analyzed subject size (N, the number of samples) is less than the research standard required by the social sciences, it can be guided to the leaders by specifying strict guidelines and that it cannot be recognized even if any positive results are obtained. You can.

Based on the above-described concept, the investigation execution unit 350 may review the investigation research execution process performed in the terminal to be detected 100 and process raw data as data that can be analyzed. At this time, the investigation execution unit 350, a consulting terminal for reviewing a research execution process according to any one or at least one of an interview survey, a telephone survey, a postal survey, a group survey, and an electronic survey included in the research study execution process ( 400), the feedback may be transmitted to the terminal 100. In addition, the survey execution unit 350 may perform a coding process of processing raw data input as a search result into analytical data.

For example, data collection is the process by which researchers carry out research problems at specific stages, which is a measure of their efforts to comply with a scientific approach. The collection method is determined according to the properties of the selected data, and the scale of the variable to be measured again is selected according to the data collection method, and the type of the scale of the variable is a chain of important factors specifying the statistical verification method to be applied. Therefore, the data collection should include not only what is described as a post-record, but also a detailed description of the functional requirements and criteria to be followed during the collection process before data collection proceeds. For example, in social science research, if the research object observed includes various characteristics such as scale, spatiotemporal location conditions, and accessibility, which are social characteristics, the researcher cannot directly observe all objects (collections) belonging to the research scope. . Therefore, it is the most common way to select (sample) a part of the most representative collection (sample) as the data according to a reasonable schedule and collect it as the data to be researched. Researcher's detailed description of (Sampling Criteria) is essential in a scientific approach.

The sampling is divided into probability sampling and non-probability sampling, and detailed sampling methods are classified under each sampling method. In research papers, if data are selected as the sampling regardless of the type of sampling, detailed description in accordance with the principle of the land is generally required. According to one survey, more than 80% of the research methodologies in the master's and doctoral dissertations published in Korea have insufficient or no explanations on the collection criteria of the data or the basis for selecting the collection targets. This shows that there are many cases in which data collection criteria or selection is not based on criteria and is randomly selected. Even if randomly selected subjects are research subjects, random sampling should be conducted in units of a certain ratio compared to the entire collection. As a result, the actual number of subjects (sample size) actually collected should be accurately described. Occasionally, even in a paper that applies a specific sampling method, the reason for applying the sampling method must be explained. However, a researcher who omits or describes only the data search method (telephone, mail, Internet online, E-mail, etc.) and omits the basis for applying the method Not many Accordingly, in one embodiment of the present invention, the basis of the method selected by the survey design unit 340 and the method performed by the survey execution unit 350 is provided, and each data is collected with the collection criteria or selection criteria of the data. Make it clear.

In addition, as described above, the survey execution unit 350 may define an analysis unit and perform data arrangement (coding). Researchers should show as much as possible that data analysis is also a very reliable process. At this time, the most important technical part is the unit of analysis, which means the smallest unit in which data is classified and disassembled by researchers. Data cleanup is also a process of showing the results of the primary theorem prior to the analysis of the collected data, and the reason why the researcher summarizes is a reliable analysis step with details. For example, when a person is to be investigated, the analysis unit can be divided into two types. That is, in the case of observing a person and receiving a questionnaire from a person and receiving a response, each analytical unit must be accurately described by the researcher because the data obtained by the researcher is different.

The data analysis unit 360 may provide research result creation content corresponding to the research method and statistical technique. At this time, the data analysis unit 360 may transmit the research result creation content including the research research method and the result creation method corresponding to the statistical technique to the guidance terminal 100, and the survey paper selected by the guidance terminal 100. Content including a method of drawing a table and a graph corresponding to a form may also be transmitted to the terminal 100. At this time, the data analysis unit 360 should output a summary of statistical application and descriptive statistics. The statistical techniques that can be applied are t-test, chi-square method, and ANOVA analysis, path analysis. And regression analysis, but is not limited thereto. As a result of analyzing the applied statistical method, the data analysis unit 360 may further apply relational statistics or somewhat complicated inferential statistics to the subject studies, or verify somewhat simple differences. (Differential Statistics) can also be implemented. In research papers that present results verified by applying statistics, the summary of the analysis of descriptive statistics is prior to description. Descriptive statistics (average, standard deviation) are, in themselves, primary summary information on statistical analysis data, which is the least effort to demonstrate the credibility of the methodology that the researcher is beginning to accurately analyze data. Accordingly, the data analysis unit 360 may analyze the data and transmit the content or consulting of the previous step for interpreting the statistics to the guidance terminal 100, and how the leader should interpret the statistical results. You can set the direction. Alternatively, data analysis algorithms for each statistical technique may be stored in advance, and statistical results may be inputted as a query to output the resulting interpretation.

The data analysis unit 370 may provide content including a method of interpreting data analyzed by the data analysis unit 360. At this time, the data analysis unit 370 transmits the content including the method of writing a thesis and explaining the data analysis result corresponding to the result creation method selected by the guidance terminal 100 to the guidance terminal 100. You can. In addition, the data analysis unit 370 may transmit the data analysis result of the guidance unit 100 to the consulting terminal 400 to receive feedback, and transmit the received feedback to the guidance terminal 100.

The level of probability (significance level) is the most important criterion for interpretation in the Inferential Statistics process, which is the stage in which the researcher interprets statistical values derived from statistical verification and verification results. Regardless of the type of statistical verification, the results should be interpreted based on the rejection region of 5% (p <.05) or 1% (p <.01) according to Fisher's tradition generally applied in social science. do. In other words, the significance of the analyzed result at p <.05 means that in 95% of cases, the analysis result is recognized by enduring the error value of 5%, so the researcher can maintain the reliability of the analysis conducted and finally answer the research question. You will have a scientific basis to infer. Of course, various analysis methods may be applied in addition to the above-described analysis methods.

On the other hand, the thesis consulting service providing server 300 according to an embodiment of the present invention can build big data and prepare for each professor, degree, journal, course, and the like. First, the thesis consulting service providing server 300 collects each data and can be classified into structured data, semi-structured data, and unstructured data according to the degree of formalization.

Structured data is data having a standard with a fixed type and format, and structured data is a type of data that is written or selected as an item in a fixed format (number, date, etc.) in a fixed field, and metadata of various materials. It includes. Semi-structured data is a type of data that can define contents included in text according to the characteristics of data, although the fields are not fixed in most text forms. Unstructured data are items that are difficult to define due to irregular shapes, and generally include text and images. Such unstructured data may also be classified and patterned by learning with keywords, tags, or meta data, and then, when classification of new unstructured data is required, data may be processed into a record format and provided together with associated data.

In this case, the thesis consulting service providing server 300 may store and store the raw data including the collected structured, semi-structured, and unstructured data in parallel and distributed. Here, the thesis consulting service providing server 300 refines unstructured data, structured data, and semi-structured data included in the stored raw data, and preprocesses including classification as meta data. It can be performed, and analysis including pre-processing data including data mining can be performed. Then, the thesis consulting service providing server 300 may visualize and output the analyzed data. In this case, data mining searches for an implicit relationship between pre-processed data to classify data based on similarity without classification or classification to predict a class of new data by learning a set of training data for which a class is known. Clustering) can be performed. Of course, in addition, various mining methods may exist, and may be mined differently depending on the type of big data collected and stored or the type of query to be requested later. The big data constructed in this way may be verified through artificial neural network deep learning or machine learning.

At this time, a convolutional neural network (CNN) structure may be used for the artificial neural network. CNN is a network structure using a convolutional layer and is suitable for image processing, and classifies an image based on characteristics in an image by inputting image data. Because it can. In addition, text mining is a technology aimed at extracting and processing useful information based on natural language processing technology from non / semi-structured text data. Through text mining technology, it is possible to extract meaningful information from a large bundle of text, grasp the linkage with other information, find categories of text, or get more than just searching for information. In addition, cluster analysis can be used to finally discover groups of similar characteristics while merging objects with similar characteristics.

Hereinafter, an operation process according to the configuration of the thesis consulting service providing server of FIG. 2 will be described in detail with reference to FIGS. 3 and 4 as an example. However, the embodiment is only one of various embodiments of the present invention, it will be apparent that it is not limited thereto.

Referring to FIG. 3, (a) the thesis consulting service providing server 300 receives and verifies a consultant registration from at least one consulting terminal 400 and then uploads information about the consultant, and at least one guidance terminal ( (100) When a request for consulting comes from (b), the consulting terminal 400 is allocated by analyzing the leader. (c) Then, each stage of consulting is conducted through contents and consultants according to the thesis plan and schedule of the leader, which is disclosed in FIG. 4. At this time, when receiving consulting at each stage, in order to receive in-depth consulting and contents on the research methodology, if the respondent has applied for it or if it is provided by default on the platform, it may go through the same steps as (d). And details of each step are disclosed in FIG. 5.

The items not described for the method of providing the thesis consulting service providing research design, research performance, data analysis and data analysis contents of FIGS. 2 to 5 are survey design, research performance, data analysis and data through FIG. 1 above. The method of providing the thesis consulting service for providing the interpreted content can be easily inferred from the same or described content, so that the following description will be omitted.

The dissertation consulting service providing system that provides survey design, survey execution, data analysis, and data analysis contents according to an embodiment described with reference to FIGS. 1 to 5 may be performed by a computer such as an application or program module executed by a computer. It can also be implemented in the form of a recording medium comprising executable instructions. Computer readable media can be any available media that can be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. Also, the computer-readable medium may include any computer storage medium. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.

The method for providing a thesis consulting service providing survey design, survey execution, data analysis, and data analysis contents according to an embodiment of the present invention described above is an application basically installed in a terminal (which is a platform or an operating system basically installed in the terminal) May be included), and may be executed by an application (i.e., a program) that the user directly installs on the master terminal through an application providing server, such as an application store server, an application, or a web server related to the corresponding service. It may be implemented. In this sense, the thesis consulting service providing system that provides survey design, survey performance, data analysis, and data analysis content according to an embodiment of the present invention described above is basically installed on a terminal or directly installed by a user (ie, Program) and may be recorded on a computer readable recording medium such as a terminal.

The above description of the present invention is for illustration only, and those skilled in the art to which the present invention pertains can understand that it can be easily modified to other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a distributed manner, and similarly, components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the above detailed description, and it should be interpreted that all changes or modified forms derived from the meaning and scope of the claims and equivalent concepts thereof are included in the scope of the present invention. do.

Claims (6)

A guidance terminal that outputs a consulting request event including a thesis and type of thesis and consulting, a field of study, and a process, and receives and outputs consulting content and consulting channel connection corresponding to the consulting request event as feedback;
Based on at least one data included in the consulting request event output from the coach terminal, the leader of the coach terminal is assigned, and a call or message is received by being connected to the coach terminal and the consulting channel. A consulting terminal to perform; And
Receiving unit for receiving the consulting request event output from the terminal, the allocation unit for allocating the assigned leader by matching the consulting terminal based on at least one data included in the received consulting request event, the sebum When an analysis method including a research unit, a target number selection and a statistical technique selected from the generated terminal, and a generated generating unit for generating a consulting channel between the terminal and the consulting terminal is selected, the survey design is performed based on the selected data. Research design department to perform, review the research and research performance process performed at the terminal, and research and processing department to process raw data as analytical data, and write research results corresponding to the research method and statistical technique A data analysis unit that provides content, and a method of interpreting data analyzed by the data analysis unit. Includes a thesis consulting service providing server including a data analysis unit that provides content that includes,
The survey design unit transmits content including a method for deriving a survey research method including a search survey, questionnaire preparation, data collection method decision, population and sample selection to the guidance terminal, and the survey research method selected by the guidance instruction terminal. Calculate the number of subjects corresponding to the sample size using the pre-stored target number selection algorithm, and select and store the analysis method and statistical technique corresponding to the research method from the terminal to be detected.
The pre-stored target number selection algorithm is a G Power program,
The survey execution unit receives feedback from the consulting terminal for a review of a study execution process according to any one or at least one of an interview survey, a telephone survey, a mail survey, a group survey, and an electronic survey included in the survey research process. Providing survey design, survey performance, data analysis and data analysis content, characterized by performing a coding process that transmits the sebum to the terminal and processes the raw data input as the result of the survey as analytical data,
The thesis consulting service providing server further includes a content providing unit,
The content providing unit distributes the first consulting content to the fifth consulting content for each period to correspond to the thesis review schedule input from the guidance terminal and transmits it to the guidance terminal,
The first consulting content includes the thesis review method contents including the description of the change tracking function in the document editor program, the reference finding contents including the method of searching domestic and foreign articles using keywords in academic search, and the references using the reference citation program Contains citation content,
The second consulting content is a method of selecting a research topic through deducing a research topic based on prior research, selecting a research methodology including experimental research, research research, literature review research, qualitative research, and quantitative research. It includes method content for deriving a method, and method content for selecting an analysis method for selecting an analysis method and a statistical method previously mapped to the derived research methodology,
The third consulting content includes an introductory writing method content including a writing method that has a thesis to correspond to a research purpose, a theoretical background writing method content including setting a table of contents of a theoretical background and organizing references, and a literature survey, questionnaire survey, and experiment performance And the research process review method content, including a review of research performance corresponding to the methodology including statistical processing,
The fourth consulting content includes research result creation method content, which is a method for creating results according to analysis methods and statistical methods, research result table and graph expression method, analysis result analysis, and prior studies, which are methods for creating tables and graphs suitable for thesis format. Includes the content of the review method to consider, the content of the conclusion method to interpret the research results and to draw conclusions, and the thesis type theorem content using the document editor program, and the content provider provides the guidance when providing the thesis type theorem By providing an interface for selecting whether to request thesis format theorem to the terminal, the selected value of the terminal is also returned,
The fifth consulting content is VR or AR content, and the second stage of providing thesis review preparation content, psychological stability advice, in which at least one judge asks a pre-stored expected question or a predicted question received from the consulting terminal Includes content for review preparation and final revision and grammar method content of the article, and the content provider transmits an interface for determining whether to request an abstract or English manuscript in English within the final revision and grammar method contents of the article to the guidance terminal. , Thesis consulting service providing system that provides research design, research performance, data analysis, and data analysis content, characterized in that the selected value of the sebum terminal is returned.
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