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    Wyświetlanie 1-4 z 4
    Tytuł:
    Identification of desired project manager competence using text mining analysis
    Autorzy:
    Wyskwarski, Marcin
    Powiązania:
    https://bibliotekanauki.pl/articles/1845057.pdf
    Data publikacji:
    2020
    Wydawca:
    Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
    Tematy:
    text mining
    competencies
    project manager
    word cloud
    topic modeling
    eksploracja tekstu
    kompetencje
    kierownik projektu
    chmura słów
    modelowanie tematyczne
    Opis:
    Purpose: An attempt to identify the competencies of the project manager desired by the employers and to determine whether changes have occurred over time. Design/methodology/approach: Job offers were automatically downloaded from website with job offers. An analysis of text mining of fragments of offers describing the competence was carried out. The analysis of text mining included initial text processing, creation of corpora of analyzed documents, creation of a document-term matrix, topic modeling algorithm and the use of classic methods derived from data mining. Findings: The most frequently used words/n-grams and the correlation of selected words/ n-grams with other words/n-grams were presented in the form of drawings. Based on the frequency of words/n-grams and the correlation value, efforts were made to identify the project manager competencies. The topic modeling algorithm was used to generate topics that can also be used to identify expected project manager competencies. Research limitations/implications: Only offers written in Polish, downloaded from one websites with job offers, which had the phrase “kierownik projektu” (“project manager”) in their job title, were analyzed. Data was collected from 09 to 11 April 2018 and from 09 to 11 April 2019. Practical implications: The method applied can be used by organizations preparing for the profession of a project manager, to modify and better adapt curricula to the needs of the labor market. Originality/value: Studies have shown that text mining of job offers can, to some extent, help determine the desired project manager competence.
    Źródło:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska; 2020, 149; 735-749
    1641-3466
    Pojawia się w:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Responsibilities of project managers. A text mining analysis of job advertisements
    Autorzy:
    Wyskwarski, Marcin
    Powiązania:
    https://bibliotekanauki.pl/articles/27313470.pdf
    Data publikacji:
    2022
    Wydawca:
    Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
    Tematy:
    text mining
    duties and responsibilities
    project manager
    eksploracja tekstu
    zadania i obowiązki
    menedżer projektu
    Opis:
    Purpose: To identify the duties and responsibilities of project managers by analysing the content of online job advertisements. Design/methodology/approach: Job advertisements were automatically downloaded for 63 countries/areas available on Indeed. A text mining analysis of fragments of the advertisements describing the scope of duties was carried out. The text mining analysis included initial text processing, creating corpora of the documents, creating a document-term matrix, and using classic methods derived from data mining. Findings: The research established the most frequently used words and n-grams in job advertisements. They have been presented in the form of figures. The 2-grams are also presented in the form of a net, a directed graph. The LDA algorithm identified abstract topics describing the duties and responsibilities of project managers. The most frequent words, n-grams, and topics identified by the LDA algorithm were used to identify the duties and responsibilities of project managers. Research limitations/implications: Only job advertisements written in English were analysed. The postings were downloaded only for six days. An attempt to automatically identify the responsibilities section did not yield the expected results. Therefore, it was carried out manually for random advertisements, which reduced the number of analysed documents. The content of the job advertisements was not analysed by country/area. Practical implications: The method applied can be used by organisations training future project managers, to modify and better adapt curricula to the needs of the labour market. Originality/value: Studies have shown that text mining of job advertisements can help determine the duties and responsibilities of project managers.
    Źródło:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska; 2022, 161; 325--348
    1641-3466
    Pojawia się w:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Situational leadership in project management: empirical research of project managers
    Autorzy:
    Podgórska, Marzena
    Detko, Łukasz
    Powiązania:
    https://bibliotekanauki.pl/articles/27313454.pdf
    Data publikacji:
    2023
    Wydawca:
    Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
    Tematy:
    leadership in project management
    situational leadership
    LEAD-self
    project management
    project manager
    przywództwo w zarządzaniu projektami
    Przywództwo sytuacyjne
    zarządzanie projektami
    kierownik projektu
    Opis:
    Purpose: The goal of the study was to examine project managers ability to apply different styles of leadership depending on the project situation. Design/methodology/approach: LEAD-Self questionnaires were used as the main research tool, which is based on the Model of Situational Leadership by P. Hersey and K. Blanchard. The tests were carried out in 12 production plants located in Poland, Italy, Spain, Turkey and China. The plants produce parts for household appliances, automotive and HVAC industries as well as intelligent power grids. 45 project managers participated in the study. Findings: Research results indicate that project managers have a wide range of styles, yet their adaptability is low and moderate level. None of the surveyed project managers has a high level of adaptation. This means that the project managers participating in the study use only the basic leadership style and only occasionally use supporting styles. Practical implications: Implications for organizations and project managers are given in the publication. The most important of them is training project managers in the field of situational leadership model and making managers aware of the strengths and weaknesses of each style, so that they are able to adapt them to the situation and to be ready to act by individual team members. Originality/value: The publication refers to the issue of situational leadership in the context of project management, which broadens the knowledge of human resource management in project management, and highlights the importance of adapting the leadership style of a project manager to a specific situation. The publication can be valuable for organizations implementing industrial projects and for project managers themselves.
    Źródło:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska; 2023, 168; 375--392
    1641-3466
    Pojawia się w:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Text mining in the identification of duties and responsibilities of the project manager
    Autorzy:
    Wyskwarski, Marcin
    Powiązania:
    https://bibliotekanauki.pl/articles/1882989.pdf
    Data publikacji:
    2020
    Wydawca:
    Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
    Tematy:
    text mining
    duties
    responsibilities
    project manager
    word cloud
    topic modeling
    eksploracja tekstu
    obowiązki
    odpowiedzialność
    menedżer projektu
    chmura słów
    modelowanie tematyczne
    Opis:
    Purpose: An attempt to identify the duties and responsibilities of the project manager by analysing job offers from a job website. An attempt to determine whether there were any changes between 2018 and 2019. Design/methodology/approach: Text mining was performed for fragments of job offers, describing the duties and responsibilities. The text mining analysis consisted of initial processing of the text, creation of a corpus of analysed documents, construction of a word frequency matrix and use of classical methods from the data mining are. Findings: The most common words in job offers are presented, as well as their correlation with other words. With the use of the Topic modeling algorithm, hidden topics describing the analysed job offers have been generated. These topics can also be used to identify the duties and responsibilities of a project manager. Research limitations/implications: Only the job offers meeting the following conditions were analysed: (1) they concerned the job of „project manager”; (2) the content was in Polish; (3) they were provided by www.pracuj.pl website; (4) they were collected from 09 to 11 April in 2018 and 2019. Practical implications: This method can be used by organizations training project managers, in order to modify and better adjust the curriculum to the needs of the labour market. Originality/value: Research has shown that text mining can be used to determine the responsibilities of a project manager by analysing job offers.
    Źródło:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska; 2020, 144; 649-659
    1641-3466
    Pojawia się w:
    Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
      Wyświetlanie 1-4 z 4

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