TW200901072A - Job matching system and method for calculating match degree between job and job seeker - Google Patents
Job matching system and method for calculating match degree between job and job seeker Download PDFInfo
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- TW200901072A TW200901072A TW96123023A TW96123023A TW200901072A TW 200901072 A TW200901072 A TW 200901072A TW 96123023 A TW96123023 A TW 96123023A TW 96123023 A TW96123023 A TW 96123023A TW 200901072 A TW200901072 A TW 200901072A
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200901072 九、發明說明: 【發明所屬之技術領域】 ^發明於-财職祕及其方法,_是—種 與工作間的媒合度之求職系統。 异八蜗者 【先前技術】 上』鱗及電職統已、娜代料舰需要在紙 ”作,例如報稅及拍賣等等,其中對社會帶 胃獻之-的叙網路人力銀行。透·路人力 ='fW ’㈣繼嘴娜自⑽ ?=才避免許多工作陷牌'然而在傳統的網路求職 ^统裡,封q及求職者在大部分的_並不會主_本身 的設定上。如第1圖所示’假設一家求才公司希望找 作年貧—年以上的求職者,但依據過去實務經驗歸納 在此項㈣躲巾其魏含料_者越 ^ 統架構裡,求職系統只會幫求才公司過濾未符合條件 人3以及候選人5會被求職系統所過濾。但在其餘候選人彳 ,由於候選人4擁有最高年資,因此該求職公ί或許 二…雜大的興趣相較於候選人1以及候選人2,作在傳统 的求職糸統,此類的訊息並無法表達給 ϋ充 =詳讀這,的履歷來決定找誰】來==; 辦㈣或疋求才公⑽的條件财時,傳制錢系統沒有 才公司瞭解哪一個求職候選人最 例如八: ::時’求才公司無法根據傳統求才系:所提供 一位候選人最符合他_偏好。 寸术决疋哪 為了解決上述之問題,本發明提出一種含有計算求職者與工作媒 200901072 合度的求職系統及其方法,藉由在每個求才公司所開出的條件上加設 權重計分技術以計算求職者與公司關媒合度,協助求才公司能夠更 精準地找_合條件的求職者以及協助求職者_更精準地找到符么 =的工作’進而提高求職者與讀媒合_準度,降健業市場二 半。 【發明内容】 工作ίΓ2是提供—種網路求職系敍其方法,藉由在制者找尋 作或人才的過程巾,幫使用者計算求才者與求職相的媒合产 法包含儲存求才公司求才條件及求職者履歷到—資料i裡。 透過電腦比對將符合該求才條件之履歷挑選出來,芦 該付。求才條件之履歷做媒合評分,其依照該求才條件裡 財、比對’並給予不同權重的評分以及總和 攔位,及提供求職者相關資料及履歷的輸入 你次者m才公司也可以透過該個者平台找尋人才或磁 去貝料庫’儲存所有該求才公司發佈求才資訊和求才條件以及該 =相關資料及履歷、過遽單元,在該資料庫中透過電腦二= 歷的合該求才條件二 用者=门權重的坪分以及總和所有評分來取得媒合度並提供給該使 【實施=】技術内谷、特點及其所達成之功效。 職者Γ_路求魏缺其方法,_是-_計瞀求 與作媒合細求_統。錢行«者與轉媒合ί 200901072 “合精準】理‘準(Physical)」及「心理標準(psychol〇gica丨)」以提 件之,符編條 或領士的求翁^進媒σ 求才公司希望找尋學歷為大學 ====:歷為大學嫌時,該求職 相關產業的I作機會時,求二:者希望找尋半導體或光電 工作機會才會媒合給n 、須疋半導體或光電相關產業,該 司及術爾賴求才公 __求才重需求係指不同的 工作機會,卻無法有效反喊件的求職者及 的心裡標準。對偏好程度’因此本發明更進—步的添加了所謂 心理標準相對於只依賴 求才公司及求職者除了訂定 ’心理標準強調的是 性,此種方式稱之為「明顯的(expl‘理:,之間的相對重要 以清楚、充分顯示求才公 :準」,亦即權重本身就足 過去實務經驗歸納結果, 从 上的求職者,但依據 的標準’因此即便求才公司並未=表達談頂^隱含年資越高者越好 給予較高的權重,而此時 ^好,年資越高者仍應 行加權設定’以充分凸‘二自人動力;權」.的方式針_條件進 ί求才公轉執尋英文聽力財理縣」。承上’ 央文聽力程度的求職者應 程,則具備「精通」 t4」程度的求職者,更具有求職 200901072 上的競爭力’亦即更適合求才公司的工作機會。因此,惟 θ 「明顯的(explicit)」及「隱含的〇mp丨丨dt)」心理標準,方炉;_ 合精準度。本發_由麵行顧者與工個合過財, 理標準」及「㈣標準」的設定與運算方式,藉㈣助求才 職者更精準地找到符合條件的求職者與工作機會。 不 第2圖為本侧之系統雜及流糊,首先本發明提供求才 1及求職者2-種伽者平台3,讓求才公司1可以透過此平台^ 出求才資訊和求才條件儲存在資料庫4裡,資料庫4 求職者2也可以透過此平台將履歷儲存朗—f_ 4裡。2 = 職者2可以透過使用者平台3來傳遞給求才公司1 卜八= 亦可以透過制者平台3從資料庫4得到求職者2 ϋ 同人力銀行。之後請庫4會先透過—個诚單元5將符合 的求才條件之履舰選出來’然後再針_符合求才條件 二α 媒合計算系統6做媒合評分,其健該求讀件_每—項子 该履歷内之條件做峨,並給予每—項符合 认…、 =r被評分的子條件來取得媒合度::== 才么司及求職者自行奴。求才公司彳及求職者2可 ^ 台3 ίΪΪ,11錢鮮軸顺合齡的摊者紅作機會。 ^ ^下相第3 _本發明之實_之—來給抒詳細機I 没一豕求才公司提出的求才條件的子條件 3又 作年資至少—年,如顏^分财求職者1 Γ2 /3 4==及工 SSI °其中求職者3的學歷和求職者5的年資因為不符合Ϊΐ =所W之條件,鼠-_齡_料元給過轉 = ==:會針對剩下三名的求才者進行所謂的媒合餅二 公司條件時-律先給予分,然後再求才 加分可以是如果求職者麵衫—梅給予多2二言== 200901072 圖裡的求職者1可以因為3年的年資而多得4分、求職者2因為2年 的年資而多得2分而求職者4因為5年的年資而多得8分以此類推。 同時學歷也是用同樣的方法去設定,例如每高一層級的學歷將給予4 分,因此求職者2和4會因為研究所畢業而分別多得4分,之後系統 會總結所有的加分並提供給求才廠商。由這個實·mx清楚看出, 求職者4與求才公司的媒合度比較高(1〇〇+8+4=112),因此該求才公 司可以從f職者4開始祕起’藉岐鮮地制符合餅的求職者。 、以下提供另一更詳細的實施例並提供不同的權重計算方法,假設 ^求才公司設定如表-之求職者_選標準,其中「物理標準」包括「教 =度」、「工作年資」、「職務年資」、「語言能力」等四項標準,只要 f;:该項鮮,柯魏補準之分數⑽分),S此當A求才公司 八:、物理鮮」進行求職者工觸合時,依據底下的媒合度計算 _有符合物理標準的求職者其媒合度均為彻,此時 产效^或區辨這些求職者在求才公司心目中的相對偏好程 =、、ii進 司除了設定「物理標準」夕卜,同時人為設定了 動奴本發明即可依據「物理標準」、「灿標準」及自 數代表不同求職數如表二所示,不同的媒合度分 求職者越符合A求才公===引程度,媒合度分數越高顯示該 偏好媒合度越高的求職者。、^、要求,換言之’ A求才公司餘 9 200901072 表- A求才公司設定之人才筛選標準 -始分 屌配 00 \/ (S1 物理標準 ◊教育程度(標準1) -大學or >項士 心理標準 明#a的榣έ (人為設定加權) 100IS2) ◊工作年資(標準2) 年以上 權重=*1(+0%)(EW1) 權重=+0(EW1.1) 權重=+50(EW1_2) 權重=Ί.3(+30%) (EW2) 權重=+0(EW2.1) 晖含的被嘗· 權) (IW1) 1001 ◊職務年資(標準3) —軟體開發人員1年以上 or —程式設計人員1年以上 權重=Ί.5(+50%) (EW3) 權重=+20(EW3.1) 權重=+10(EW3_2) 年資每增加-年自動加權 權重=+5(iv\/2) 年資每增加—年自動加權 權重=+5200901072 IX. Description of invention: [Technical field to which the invention belongs] ^Invented in the financial secretary and its method, _ is a kind of job hunting system with the degree of cooperation between the work. Different eight worms [pre-technical] On the scales and electricity posts, Na Nai material ships need to be on paper, such as tax returns and auctions, etc., which are dedicated to the society - the network of human resources. · Road manpower = 'fW ' (four) follow the mouth Na (10) ? = to avoid a lot of work traps 'however in the traditional online job search system, the seal q and job seekers in most of the _ will not be the main _ itself As shown in Figure 1, suppose that a company seeking a job is looking for a job-seeker who is younger than a year-old, but based on past practical experience, it is summarized in this item. The job search system will only help the company to filter the unqualified person 3 and the candidate 5 will be filtered by the job search system. However, in the remaining candidates, since the candidate 4 has the highest seniority, the job seeker may be two... The big interest is compared to the candidate 1 and the candidate 2, in the traditional job search system, such information can not be expressed to the =充 = read this, the resume to decide who to find] to ==; Or pleading for the conditions of the public (10), the money-making system does not know which company The candidate is the most, for example, eight: :: When the 'Qi Cai company can not be based on the traditional system: one candidate is best suited to his _ preference. In order to solve the above problems, the present invention proposes a calculation Job seeker and job media 200901072 The job search system and its method, by adding weight scoring technology to each of the conditions of the company to calculate the job seeker and the company's cooperation, to help the company to be able to Accurately find _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ Providing a kind of online job search system, by means of the process of finding a job or talent in the system, helping the user to calculate the talents and job seekers, including the storage of talents and the job seekers. Resume to - information i. Through the computer comparison, the curriculum vitae that meets the requirements for the qualification is selected, and the payment should be made. The resume of the qualifications is used as a match score, and according to the conditions of the demand, the money is compared and 'given Give different weights to the scores and summons, and provide the relevant information and resumes of the job seekers. You can also find the talents or magnetics to go to the library through the platform. Information and Qualifications and the relevant information and curriculum vitae and suffrage unit. In this database, the media is obtained through the combination of the computer and the second-time user = the weight of the door and the sum of all the scores. The degree of integration is provided to the [implementation] technology in the valley, characteristics and the effects achieved. The Γ Γ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _行«者与转媒合ί 200901072 "Accurately" Rational 'Physical" and "Psychostandard (psychol〇gica丨)" to extract the article, the character of the article or the leader of the article The company hopes to find a degree for the university ====: When the university is suspected of being a university, when the opportunity of the job-related industry is an opportunity, the second person hopes to find a semiconductor or optoelectronic job opportunity to match the n, the semiconductor or Optoelectronics-related industries, the Division and the law Seeking means different jobs, but not effectively anti-seekers and shouted piece of mind standard. The degree of preference is therefore added to the so-called psychological standard of the present invention. In contrast to relying solely on the company and the job seeker, in addition to setting the 'psychological standard, the emphasis is on sex, which is called "obvious" (expl' Li: The relative importance between the two is clear and sufficient to show that the talents are: quasi", that is, the weight itself is enough to summarize the results of past practical experience, from the above job seekers, but based on the standard 'so even if the company does not = expression talk top ^ implied higher the higher the higher the better the weight, and at this time ^ good, the higher the seniority should still be weighted to set up 'to fully convex' two self-power; right". _Conditions are required to be transferred to the English listening finance county." If you are a job seeker with a degree of listening, you will have a "professional" t4 degree job seeker, and you will have the competitiveness of job hunting 200901072. That is, it is more suitable for job opportunities of the company. Therefore, θ "explicit" and "implicit 〇mp丨丨dt" psychological standards, square furnace; _ combined accuracy. The _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ The second picture is the system miscellaneous and flow paste on the side. Firstly, the present invention provides a platform for finding a talent 1 and a job seeker 2, so that the company can use the platform to obtain information and conditions. Stored in the database 4, the database 4 job seeker 2 can also store the resume through the platform - f_ 4. 2 = Employee 2 can be transferred to the company through the user platform 3 卜 八 = Can also get the job seeker from the database 4 through the maker platform 3 ϋ with the human bank. After that, please ask the library 4 to select the ship that meets the requirements for the qualifications through the "Cheng unit 5" and then the needle _ compliant with the conditions of the second α-combined computing system 6 to do the match score, the health of the reading _ Each item is subject to the conditions in the curriculum, and each sub-category that meets the recognition and/or is scored to obtain the match degree::== The company and the job seeker self-slave. Seeking talents and job seekers 2 can be 3 ΪΪ ΪΪ 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 ^ ^The lower phase of the third _ the invention of the actual _ - to give the detailed machine I did not ask for the company's sub-conditions for the conditions of the talents 3 and the annual income at least - year, such as Yan ^ points for job seekers 1 Γ 2 / 3 4 == and SSI ° where the job seeker 3's qualifications and the job seeker's 5 years of age do not meet the conditions of Ϊΐ = the W, the mouse - _ age _ material to the over = = =: will be for the rest The three talent seekers carry out the so-called matchmaking cake company condition - the law gives the points first, and then asks for the extra points. If the job seeker's face shirt - Mei gives more than 2 words == 200901072 1 You can get 4 points for 3 years of seniority, 2 points for job seekers 2 because of 2 years of seniority, and 4 for job seekers 4 because of 5 years of salary, and so on. At the same time, the qualifications are also set in the same way. For example, each level of education will give 4 points, so the job seekers 2 and 4 will get 4 points respectively because of the graduate of the institute. After that, the system will summarize all the points and provide Give the talent to the manufacturer. It is clear from this real mx that the job seeker 4 and the company are relatively high (1〇〇+8+4=112), so the company can start from the v. A freshly prepared job seeker who matches the cake. In the following, another more detailed embodiment is provided and different weight calculation methods are provided. Assume that the company sets the job seeker_selection criteria as the table, wherein the "physical standards" include "teaching = degree" and "working years". Four criteria, such as "years of position" and "language ability", as long as f;: the fresh, Ke Wei's score (10) points, S, when A seeks company eight:, physical fresh" for job seekers When it comes to the touch, it is calculated according to the median degree below. _ There are physical compatibility standards for job seekers who meet the physical standards. At this time, the productivity or the district distinguishes the relative preference of these job seekers in the minds of the company. =,, ii In addition to setting the "physical standards", the company also sets the mobile slaves according to the "physical standards", "can standard" and the number of different job seeks as shown in Table 2, and the different mediators are divided into job seekers. The more consistent with the A-score === degree, the higher the median score shows the higher the preference of the job seeker. , ^, request, in other words, 'A seeking talent company Yu 9 200901072 Table - A talent selection company set the talent screening criteria - starting points with 00 \ / (S1 physical standards ◊ education level (standard 1) - university or > 〈 士 psychological standard 明#a的榣έ (man-made weighting) 100IS2) ◊ working years (standard 2) years or more weight = * 1 (+0%) (EW1) weight = +0 (EW1.1) weight = + 50(EW1_2) Weight = Ί.3 (+30%) (EW2) Weight = +0 (EW2.1) Included in the gif (right) (IW1) 1001 ◊ Position (3) - Software Developer 1 Years or more - Programmer's weight for more than 1 year = Ί.5 (+50%) (EW3) Weight = +20 (EW3.1) Weight = +10 (EW3_2) Annual increase per year - Automatic weighting weight = +5 (iv\/2) Annual increase in annual income - annual automatic weighting weight = +5
100I ◊語言能力(標準4) 英文(聽_普通,說__中等) or —曰文(聽_中等,說_中等} 權重=*1.1(+10%)(EW4) 權重=+10(EW4.1) 權重=+30 (EW4.2) 语吕能力每增加—個 程度等級自動加權 權重=+5(IW4) 200901072 表二a、b、c三位求職者之媒合度運算 標準 【求職者a】 —石員士 ~>工作年資6-7年 —程式設計人員2~3年 —日文(聽_精通,說^精通) 【求職者b】 —碩士 —工作年資3~4年 —軟體開發人員1~2年 —英文(聽_普通,說_中等) 【求職者C】 —大學 ~>工作年資5~6年 —軟體開發人員2〜3年 程式設計人員年 —英文(聽_中等,該^中等) 曰文(1精通,說^中等) ◊標準1 教育程度 (100+50)*1 =150 (100+50)M =150 (1 〇〇+〇)*! =100 ◊標準2 工作年資 (lOO+O+Sli)*!^ =149.5 (100+0+5*0 )*13 =130 (100+0+ί =u >1)*13 13 ◊標準3 職務年資 (lOO+IO+S*!)^ =172.5 (100+20+5*0)*1,5 =180 (100+20+|5* *1. =20 ‘ 1+10+! 5 2.5 5*0) ◊標準4 語言能力 (100+30+5*1+5*1 )*1.1 =154 (100+10+5*0+5*0 )*1.1 (100+10+ί 5”+5*C )+ =121 30+|5*1+5*〇|)*1J =165 在表二裡,塵線表示明顯的權重,|〒卜框網底|表示隱含的權重。而 媒合度計算公式(1)可由以下算是來表示: 媒合度=平均(標準1+標準2+……+標準m) =平均【{ (S1+EW1.1+EW1.2+......+EW1.n+IW1)*EW1} + {(S2+EW2.1+EW2.2+......+EW2.n+IW2)*EW2} +…+ {(Sm+EWm.1+EWm.2+……+EWm.n+IWm)*EWm}] (1) 當只採用「物理標準」進行求職者工作媒合時: a求職者媒合度=b求職者媒合度=c求職者媒合度=ι〇〇 (2)當同時採用「物理標準」及「心理標準」進行求職者工作媒合 時: a求職者媒合度=平均(150+149 5+172 5+154)=彳56 5 11 200901072 b 求職者媒合度=平均(150+130+180+121) = 145.25 c 求職者媒合度=平均(150+143+202.5+165) = 165.125 細合而言,本發明是一種整合「物理標準」及「心理標準」的人 才與工作媒合技術,透過本專利技術可充分滿足求才廠商/公司及求 者對人才工作媒合的實務需求,確實有效提高人才工作媒合精職 惟以上所述者’僅為本發明之較佳實施例^已,並_來 = =施之範圍。故即凡依本發明中請範圍所述之形狀、構造 神所為之均輕化或修飾,均應包括 祕及精 【圖式簡單說明】 ㈣之%專利關内。 第1圖為先前技術之系統架構示意圖。 弟2圖為本發明之系統架構示意圖。 第3圖為本發明之實施示意圖。 【主要元件符號說明】 1求才公司 4資料庫 2求職者 5過濾單元 3使用者平台 6媒合計算系統 12100I ◊ language ability (standard 4) English (listen_normal, say __medium) or — 曰文 (listen_medium, say _medium) weight=*1.1(+10%)(EW4) weight=+10(EW4 .1) Weight = +30 (EW4.2) Each of the linguistic abilities is increased - a degree level automatically weighted weight = +5 (IW4) 200901072 Table 2 a, b, c three job seekers' mediating standard [job seeker a] — 石员士~>Working years 6-7 years—Programmers 2~3 years—Japanese (listening to _ proficient, saying ^ proficient) [job seeker b] - master's degree - working years 3 to 4 years - software Developer 1~2 years - English (listen to _ ordinary, say _ medium) [Job C] - University ~ > Years of work 5~6 years - Software Developer 2~3 Years Programmer Year - English (Listen_ Medium, the ^ medium) 曰文 (1 proficient, say ^ medium) ◊Standard 1 Education level (100+50)*1 =150 (100+50)M =150 (1 〇〇+〇)*! =100 ◊ Standard 2 years of work (lOO+O+Sli)*!^ =149.5 (100+0+5*0 )*13 =130 (100+0+ί =u >1)*13 13 ◊Standard 3 lOO+IO+S*!)^ =172.5 (100+20+5*0)*1,5 =180 (100+20+|5* *1. =20 ' 1+10+! 5 2.5 5*0 ) ◊Standard 4 language Force (100+30+5*1+5*1 )*1.1 =154 (100+10+5*0+5*0 )*1.1 (100+10+ί 5”+5*C )+ =121 30 +|5*1+5*〇|)*1J =165 In Table 2, the dust line indicates the obvious weight, and the bottom of the frame indicates the implied weight. The formula for calculating the degree of integration (1) can be as follows: It is said to be: Matching degree = average (standard 1 + standard 2+ ... + standard m) = average [{ (S1 + EW1.1 + EW1.2 + ... + EW1.n + IW1) * EW1} + {(S2+EW2.1+EW2.2+...+EW2.n+IW2)*EW2} +...+ {(Sm+EWm.1+EWm.2+...+EWm .n+IWm)*EWm}] (1) When only “physical standards” are used for job seeker job matching: a Job seeker match = b job seeker match = c job seeker match = 〇〇 (2 When using "physical standards" and "psychological standards" for job seeker work mediation: a Job seeker match = average (150 + 149 5 + 172 5 + 154) = 彳 56 5 11 200901072 b Job seeker match = average (150 + 130 + 180 + 121) = 145.25 c Job seeker = average (150 + 143 + 202.5 + 165) = 165.125 In summary, the present invention is an integration of "physical standards" and "psychological standards" Talent and work media technology can be fully satisfied through this patented technology Only the manufacturer/company and the seeker's practical needs for the talented work media, and the effective improvement of the talent work, but the above-mentioned ones are only the preferred embodiment of the present invention, and _ to == apply range. Therefore, all the shapes and structures described in the scope of the invention should be lightened or modified, and should include secrets and fines. [Simple description of the drawings] (4)% of the patents. Figure 1 is a schematic diagram of the system architecture of the prior art. Figure 2 is a schematic diagram of the system architecture of the present invention. Figure 3 is a schematic view showing the implementation of the present invention. [Main component symbol description] 1Qicai company 4Data base 2 Job seeker 5Filter unit 3User platform 6Cluster computing system 12
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Cited By (2)
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TWI709048B (en) * | 2018-08-10 | 2020-11-01 | 全球華人股份有限公司 | A recommendation method based on high-frequency words for enterprise attribute |
TWI710977B (en) * | 2018-02-02 | 2020-11-21 | 合作金庫商業銀行股份有限公司 | Talent analysis system and talent analysis method |
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TWI710977B (en) * | 2018-02-02 | 2020-11-21 | 合作金庫商業銀行股份有限公司 | Talent analysis system and talent analysis method |
TWI709048B (en) * | 2018-08-10 | 2020-11-01 | 全球華人股份有限公司 | A recommendation method based on high-frequency words for enterprise attribute |
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