• Title/Summary/Keyword: one-person business

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Multi-Label Classification Approach to Effective Aspect-Mining (효과적인 애스팩트 마이닝을 위한 다중 레이블 분류접근법)

  • Jong Yoon Won;Kun Chang Lee
    • Information Systems Review
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    • v.22 no.3
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    • pp.81-97
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    • 2020
  • Recent trends in sentiment analysis have been focused on applying single label classification approaches. However, when considering the fact that a review comment by one person is usually composed of several topics or aspects, it would be better to classify sentiments for those aspects respectively. This paper has two purposes. First, based on the fact that there are various aspects in one sentence, aspect mining is performed to classify the emotions by each aspect. Second, we apply the multiple label classification method to analyze two or more dependent variables (output values) at once. To prove our proposed approach's validity, online review comments about musical performances were garnered from domestic online platform, and the multi-label classification approach was applied to the dataset. Results were promising, and potentials of our proposed approach were discussed.

A Study on Appreciative Leadership for Employee Engagement (긍정탐구리더십이 종업원 인게이지먼트에 미치는 영향)

  • Kim, Jin-Wook;Chang, Young-Chul;An, Chi-Sung;Cho, Young-Duke
    • Management & Information Systems Review
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    • v.33 no.2
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    • pp.81-100
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    • 2014
  • Studies on Appreciative Leadership have recently started in Korea as well. A leader in Appreciative Leadership is defined as a person who can effectively handle a mixture of various styles of leadership and suggest advice and future directions (Withney and Trosten-Bloom, 2010). Also, Appreciative Leadership can be explained as one way of appreciative leadership behavior which enables constructive accomplishment of mutually creative tasks for future through growth based on individuals' strengths, as well as a shared value system with organizational goals for all (Withney and Trosten-Bloom, 2010). Appreciative Leadership leads members of an organization toward positive inquiries and open discussions so that they become fully engaged in the organization while Appreciative Leader motivates and inspires his/her members and enables them to feel that they are of value to the organization. Study results show that Inspiration among sub factors of Appreciative Leadership has a positive impact on employees' engagement in the organization and their tasks while Inquiry positively influences in employees' organizational engagement.

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A study on Factors Affecting OJET participation Decisions of the OJET Type on HRD (HRD관점에서 바라본 기업 현직교육훈련 유형이 참여강도에 미치는 영향 분석)

  • Park, Sang-Wook;Kwon, Hyeok-Gi
    • Management & Information Systems Review
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    • v.32 no.4
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    • pp.103-126
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    • 2013
  • Growing serious on the required conditions for the On-the-Job Education Training at the firm field, a large number of firm make a plan for implementation and pushing ahead of the On-the-Job Education Training. Further, A lot of firms effort to attract multi-professional person at an firm level recently. However, there were little information about the what for the reason to choose the OJET, come what may on the OJET and how to thinking on the outcome for the latent employee. On the basis of these issues, this study discovered the motivations from the employee point, finding out the factors on the effect of the choice as the OJET type and the integration point of view. The study results found out significant variables of the OJET type factor, the business for which one is responsible factor, OJET participation reason factor, business environment factor and individual background factor on the OJET decision plan. On the basis of the results, this article further discusses what we need to do for the intensity of participation invigoration at a firm level.

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The Effect of Product Involvement on Consumer Purchase Process (제품관여(製品關輿)가 소비자(消費者) 과정(過程)에 미치는 영향(影響))

  • Young, Jung-Moon
    • Korean Business Review
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    • v.11
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    • pp.101-122
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    • 1998
  • This study is to analyze the effect of product involvement on consumer purchase process. From review on previous involvement literatures, enduring product involvement can be defined as "a person's arousal and motivational state activated by product on the basis of his basic value, objective and ego-relevance." To evaluate the effect of involvement on product purchase process, 11 hyphotheses concerning behavioral aspects which is expected to comprise consumer purchase process and to be influenced by degree of involvement were constructed: prepurchase information search, alternative brand comparision, utilization of product attribute, brand differentiation, brand commitment, product knowledge, influence of reference group, dependence on price, price awareness, cognitive dissonance and purchase optimization. Hyphotheses are tested with data from 388 housewives through 20 item involvement scale developed with multi-dimensional perspective on involvement. The scale successfully provides rank order of 8 selected products expected to cover the spectrum of product involvement: formal clothes, coffee, washing machine, shampoo, perfume, detergent, soft drink, pain-reliever as the order of product involvement. Major findings of this study are as follow. First of all, incresed differences were found in hihg involvement product like formal clothes with respect to the degree of prepurchase information search, alternative brand comparision, utilization of product attribute, influence of reference group in any method of analysis. Secondly, invlovement should be interpreted as a consumer characteristic rather than a product one. This means that consumers involve themselves with products, instead products themselves do not have any involvement.

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A Study on the Effect of the Security Guard Emotional Disharmony to Job Performance (경비원 감정부조화가 직무성과에 미치는 영향)

  • Kim, Tae-Hyun;Ryu, Seong-Min
    • Asia-Pacific Journal of Business
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    • v.10 no.3
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    • pp.125-142
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    • 2019
  • The study wanted to verify the effect of emotional sub-compression, a negative variable of emotional labor, on job performance, on security personnel working at private security companies, and further to verify how the impact on emotional sub-compression can affect job performance through the first draft of regulation. Empirical analysis through the study model showed that emotional edema was not a significant effect, but a negative effect on job performance, and that it did not affect the control focus itself. This revealed that emotional harmony has been shown to have a negative impact on performance due to the present state and conflicting situations in one's emotions, which means that emotional harmony does not affect negative or positive effects depending on a person's attributes. It also showed that the temperamental control focus on job performance had a positive impact on employees with an improvement focus and had a negative impact on employees with a preventive focus, and that a temperamental control focus between emotional dissonance and job performance had an effect. This indicated that job performance was affected by a temperamental control focus and that employees with an improvement focus had a positive effect and had a positive effect on performance. The implications of the study in this study are that it can have target differentiation in the areas where the study was conducted on guard workers, a social issue related to the study of emotional labor, and it can be meaningful that the study of emotional labor had a control focus and measured both positive and negative tendencies. It is also believed that there will be contributions to the verification of differences in performance resulting from employee propensity and by linking it with a variable called emotional instability. However, the data collected have the limitations of the subject and region, and the emphasis on cross-sectional analysis and the representative of the various emotions to verify the negative effects of emotional labor, and the problem of securing reliability related to the adjustment focus verification are the limitations of the research.

A case study on the arbitration awards canceled by Korean Supreme Court (중재판정이 대법원에 의해 취소된 사례연구)

  • Shin, Han-Dong
    • Journal of Arbitration Studies
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    • v.21 no.1
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    • pp.33-56
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    • 2011
  • Korea Supreme Court has cancelled four cases of thirty-nine Arbitral awards made by Korean Commercial Arbitration Board since Korea arbitration act was enacted in 1966. Three cases of them were cancelled by the reason of the arbitrator's disqualification in relation to impartiality or independence and the other to arbitration agreement enable to select the lawsuit or arbitration. When a person is approached in connection with his possible appointment as an arbitrator or has already been appointed as such, he shall without delay disclose all circumstances likely to give rise to justifiable doubts as to his impartiality or independence according to the one of the article 13 of Korean Arbitration Act. Upon being notified of the appointment as an arbitrator, each arbitrator shall immediately disclose in writing to the Secretariat any circumstances which might cause reasonable doubt about impartiality or independence. An arbitration agreement shall be made clearly and in writing not to appeal to the court or to be brought in the court. However most of the korean construction contracts have the arbitration agreement clause enable to appeal to the court or the arbitration on government official's advice. Many of these disputes are resolved by litigation after the precedent(Law case number : 2003da318) set by the Supreme Court on August 22, 2003 between the Korea(government) and the Korea Railroad or abandoned its attempt to arbitration. But each year, about four hundreds of arbitration business transactions were resolved arbitration, the voluntary submission of a dispute to an impartial person or persons for final and binding determination. Arbitration has proven to be an effective way to resolve these disputes privately, promptly, and economically.

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Assessing the Effects of Knowledge Management Strategies on Firms' Performance: Based on Complementarity Theory (지식경영전략이 기업성과에 미치는 영향 분석: 상호보완이론을 기반으로)

  • Choi, Byoung-Gu;Lee, Jae-Nam
    • Information Systems Review
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    • v.12 no.1
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    • pp.107-130
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    • 2010
  • Knowledge management strategy is considered a key determinant of successful knowledge management. However, theoretical and empirical researchers disagree on how knowledge management strategies improve firms' performance. The inconsistent results of prior studies may be attributed to the fact that complementary relationships among knowledge management strategies have not been adequately taken into consideration. While the previous literature has focused on investigating the impact of knowledge sourcing strategies on firms' performance one-at-a-time, in reality firms adopt several different knowledge management strategies together. By drawing on complementarity theory, this study revisits this research problem and develops three complementarity hypotheses. Surveys collected from 139 firms in Korea were analyzed to test the hypotheses by using super modularity function. The results confirmed complementary relationships between system- and person-oriented, and between internal- and external-oriented knowledge management strategies. Our results found no complementarity among the four different knowledge management strategies. This study sheds new light on knowledge management research by developing a new conceptual framework and using advanced analytical approaches to explore the relationship between knowledge management strategies and firms' performance. Implications for practice highlight that a successful knowledge management strategy requires a judicious combination of system- and person-oriented, or of internal- and external-oriented knowledge management strategies.

Analysis of the Spillover Effects of the Welfare for the disabled Capital Expenditures (장애인복지비 지출의 파급효과 분석)

  • Kim, Keum-Hwan;Pak, Ae-Kyung;Kim, Youn-Jae
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.7 no.3
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    • pp.121-131
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    • 2012
  • The social welfare service is expanding to different field as the social welfare budget is increasing. By this opportunity, it needs to make clear of the basis of argument that the necessity of development of Korean government's support and aid by social policy should be worked. This research dealt with the national economic effect in relation to welfare for the disabled in terms of welfare economics. Budget spending for the achievement of welfare for the disabled makes an enterprise or a person spend money continually either in a direct or indirect way. This study shows by the use of analysing the related production effects, as an economical influence of welfare for the disabled budget assuming by means of measuring. The results are analyzed that the production of one trillion and three hundred billon won is annually caused and 8,015.9 hundred million won of the direct and indirect added value is caused by the welfare of the disabled budget expenditure of three local governments of capital area. And it is also assumed it creates employment cause personnel (17.673.2 person) and job cause members (26.825.2). The result of the study anticipates the role of basic research material for the necessity of intervention, support, and aid by the government and local government revised policy for the disabled welfare field at this point in time where the welfare budget policy in terms of universal social service is reinforced, rather than the trend, until recently, of realizing the social welfare budget as consumption expenditure and the function of performing the effect and evaluation in tentative action of social conflict.

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The Benefits of Sales Force Automation Explored: An Empirical Examination of SFA Usage on Relationship Quality and Performance

  • Park, Jeong Eun;Holloway, Betsy Bugg;Lee, Sungho
    • Asia Marketing Journal
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    • v.14 no.4
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    • pp.143-165
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    • 2013
  • Sales force automation (SFA) technologies are increasingly used to support customer relationship management (CRM) strategies. However, the popular press reports mixed results among companies incorporating SFA technologies and the previous studies have less interested in relationship quality between sales person and customer as an outcome of SFA. Actually the improved quality of the salesperson-customer relationship may be the most important outcome of SFA usage. This outcome is especially meaningful in today's marketplace given the increasing focus placed on customer retention and other customer related performance such as customer lifetime value. Therefore, this study seeks to further examine the impact of SFA usage within two different firms using SFA technologies to examine the impact of SFA usage on both customer relationship quality and sales performance. Additionally, the moderating roles of perceived managerial support and salesperson experience on the outcomes of SFA usage are examined. The results shows that direct effect of SFA usage on performance was not significant but highlight the mediating role of customer relationship quality in the SFA usage - sales performance relationship. Also, this research examines a number of moderating effects of both management supports for SFA and salesperson's sales work experience. The results indicate that management support has a significant direct influence on relationship quality and salesperson performance, but not a significant moderating effect on the relationship between SFA usage and the outcomes (relationship quality and performance). Thus moderating effects were not supported but find significant main effects. First of all, finding of this study suggest that a formula for successful SFA implementation must be one that highlights a SFA usage → relationship quality → sales performance sequence. This means when sales person use SFA they must build relationship with customer first then will return some long term performance. Second, the implications of not considering the introduction of big technology initiatives in terms of fit within the company's culture, strategy, structure, and environment may in many cases be quite noteworthy. Therefore, the launching of a new technology in the firm, such as SFA, may have a nonlinear impact upon overall firm performance, depending on the presence of other complimentary resources and capabilities. Finally the authors offer a number of implications for research and practice, and suggest directions for future SFA research that may further improve our understanding of this increasingly relevant topic.

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Moderating of Religiosity on Reward and Engagement: Empirical Study in Indonesia Public Service

  • SALEH, Choirul;HAYAT, Hayat;SUMARTONO, Sumartono;PRATIWI, Ratih Nur
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.6
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    • pp.287-296
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    • 2020
  • The study investigates the relationship and influence between religiosity, reward, and engagement in the public administration sector, both directly and causally via moderation. This study involved one hundred and twenty-three respondents in three local government organizations in Malang City, East Java Province, Indonesia, namely, the Malang City General Hospital, the Population and Civil Registry Office, and the Investment Office. The sampling method uses stratified random sampling from the total population of civil servants in Malang in the three institutions. The data analysis model of this study uses a quantitative approach with a unit of data analysis using the path analysis method. The analytical tools used are smart-PLS and SPSS. The results reveal that the direct combined effect of reward and religiosity has a positive and significant influence on the engagement. However, moderation between reward and commitment, which is bridged by religiosity, does not show positive and significant results. The non-positive relationship shown by testing moderation concludes that there is a separation of purpose between the portion of religiosity in the world of work, where religiosity in this study is only described as part of the concept of worship, and the relationship between the person and his God.