Sztuczna inteligencja w świetle zarządzania informacją – wybrane konteksty badawcze


Dorota Rak 


Abstrakt

Cel/Teza: Rozwój sztucznej inteligencji zmienił postrzeganie otaczającej nas rzeczywistości, otwierając nowe możliwości badań w obszarach związanych z informacją naukową. Celem artykułu jest określenie współczesnych kierunków badawczych, w których sztuczna inteligencja występuje w kontekście zarządzania informacją, a także uporządkowanie i zmapowanie dotychczasowej wiedzy.

Koncepcja/Metody badań: W artykule dokonano analizy tematycznej piśmiennictwa naukowego odnoszącego się do zarządzania informacją z lat 2000-2024 rejestrowanego w bazie LISTA.

Wyniki i wnioski: Efektem przeprowadzonych badań było osadzenie badań nad AI w czteropoziomowym modelu zarządzania informacją J. Rowley (1998).

Oryginalność/Wartość poznawcza: Przeprowadzona analiza tematyczna pośrednio pokazuje dynamikę zmian w badaniach nad zarządzaniem informacją. Może być także pomocna w zdefiniowaniu luk badawczych oraz stanowić inspirację do kolejnych badań nad obecnością AI w kontekście nauki o informacji.

Słowa kluczowe

Komunikacja. Nauka o informacji. Sztuczna inteligencja. Technologie informacyjne. Usługi informacyjne. Zachowania informacyjne. Zarządzanie danymi. Zarządzanie informacją. Zarządzanie wiedzą.


Ahmed, W. (2015). Third generation of the web: libraries, librarians and web 3.0. Library Hi Tech News, 32(4), 6-8.
Ahn, J. W., & Brusilovsky, P. (2013). Adaptive visualization for exploratory information retrieval. Information Processing & Management, 49(5), 1139-1164.
Ashok, M., Madan, R., Joha, A., & Sivarajah, U. (2022). Ethical framework for Artificial Intelligence and Digital technologies. International Journal of Information Management, 62, 102433.
Babik, W. (2000). Zarządzanie informacją we współczesnych systemach informacyjno-wyszukiwawczych: nowe wyzwanie współczesności. Zagadnienia Informacji Naukowej, 1 (75), 51-63.
Babik, W. (2008). Informacja naukowa jako przedmiot zarzadzania. Prace Naukowe Uniwersytetu Śląskiego w Katowicach, (2620), 33-49.
Bardram, J. E., Jeuris, S., & Houben, S. (2015). Activity-based computing: computational management of activities reflecting human intention. Ai Magazine, 36(2), 63-72.
Basumatary, B., Boro, B., Verma, M. K., & Mansor, A. N. (2022). Influence of social networking sites on scholarly communication: an altmetrics analysis of selected LIS journals. Journal of Information and Knowledge Management (JIKM), 1, 75-89.
Belew, R. K. (2017, August). Adaptive information retrieval: using a connectionist representation to retrieve and leasrn about documents. In ACM SIGIR Forum (Vol. 51, No. 2, pp. 106-115). New York, NY, USA: ACM.
Bernstein, M., Van Kleek, M., Karger, D., & Schraefel, M. C. (2008). Information scraps: How and why information eludes our personal information management tools. ACM Transactions on Information Systems (TOIS), 26(4), 1-46.
Brauner, P., Philipsen, R., Calero Valdez, A., & Ziefle, M. (2019). What happens when decision support systems fail?—the importance of usability on performance in erroneous systems. Behaviour & Information Technology, 38(12), 1225-1242.
Cheung, T. Y., Ye, Z., & Chiu, D. K. (2021). Value chain analysis of information services for visually impaired people: a case study of contemporary technological solutions. Library Hi Tech, 39(2), 625-642.
Chhetri, P. (2023). Analyzing the Strengths, Weaknesses, Opportunities, and Threats of AI in Libraries. Library Philosophy & Practice.
Choo, C.W. (1998) Information management for the intelligent organizations: the art of scanning the environment. Medford, NJ: Information Today, Inc.
Chung, W. (2008). Web searching in a multilingual world. Communications of the ACM, 51(5), 32-40.
Chung, W., Zhang, Y., Huang, Z., Wang, G., Ong, T. H., & Chen, H. (2004). Internet searching and browsing in a multilingual world: An experiment on the Chinese Business Intelligence Portal (CBizPort). Journal of the American society for information science and technology, 55(9), 818-831.
Coleman, D. E. (2024). Information Literacy, Information Access, and Artificial Intelligence: A Brief Overview of Their Interplay in the Modern Information World. Journal of Hospital Librarianship, 24(2), 158-161.
Dempsey, L. (2024). Libraries, AI and Training Collections. Against the Grain, Vol. 36 Issue 3, 22-24.
Dwivedi, Y. K., Hughes, D. L., Coombs, C., Constantiou, I., Duan, Y., Edwards, J. S., Gupta, B., Lal, B., Misra, S., Prashant, P., Raman, R., Rana, N. P., Sharma, S. K. & Upadhyay, N. (2020). Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life. International Journal of Information Management, 55, 102211.
Eldrandaly, K. A., Abdel-Basset, M., & Abdel-Fatah, L. (2019). PTZ-surveillance coverage based on artificial intelligence for smart cities. International Journal of Information Management, 49, 520-532.
Enakrire, R., & Smuts, H. (2023). Efficacy of knowledge management tools in support of university library operations. International Journal of Information Science & Management, Vol. 21 Issue 4, 215-233.
Francesconi, E., & Peruginelli, G. (2009). Integrated access to legal literature through automated semantic classification. Artificial Intelligence and Law, 17, 31-49.
Ghosh, M., & Thirugnanam, A. (2021). Introduction to artificial intelligence. In K. G. Srinivasa et al. (eds.), Artificial Intelligence for Information Management: A Healthcare Perspective, Studies in Big Data 88 (pp. 23-44). https://doi.org/10.1007/978-981- 16-0415- 7_2
Godoy, D., & Amandi, A. (2006). A conceptual clustering approach for user profiling in personal information agents. AI Communications, 19(3), 207-227.
Guo, Y., & Stylios, G. (2005). An intelligent summarization system based on cognitive psychology. Information Sciences, 174(1-2), 1-36.
Guo, J., Fan, Y., Pang, L., Yang, L., Ai, Q., Zamani, H., ... & Cheng, X. (2020). A deep look into neural ranking models for information retrieval. Information Processing & Management, 57(6), 102067.
Herrera‐Viedma, E., & Pasi, G. (2006). Soft approaches to information retrieval and information access on the Web: An introduction to the special topic section. Journal of the American Society for Information Science and Technology, 57(4), 511-514.
Huang, Y. P., & Tsai, T. (2005). A fuzzy semantic approach to retrieving bird information using handheld devices. IEEE Intelligent Systems, 20(1), 16-23.
Hujran, O., Alarabiat, A., Al-Adwan, A. S., & Al-Debei, M. (2023). Digitally transforming electronic governments into smart governments: SMARTGOV, an extended maturity model. Information Development, 39(4), 811-834.
Irvin, V. (2023). A Whole New Information World: AI, Bots, Metadata, and Discourse. The International Journal of Information, Diversity, & Inclusion (IJIDI), 7(1/2).
Jiang, Y., Li, X., Luo, H., Yin, S., & Kaynak, O. (2022). Quo vadis artificial intelligence?. Discover Artificial Intelligence, 2(1), 4. https://doi.org/10.1007/s44163-022-00022-8.
Julián, V., Carrascosa, C., & Soler, J. (2000). A multiagent system architecture for retrieving and showing information. KO KNOWLEDGE ORGANIZATION, 27(1-2), 11-16.
Kar, A. K., Angelopoulos, S., & Rao, H. R. (2023). Guest Editorial: Big data-driven theory building: Philosophies, guiding principles, and common traps. International Journal of Information Management, 71, 102661.
Karger, D. R., Jones, W. (2006). Data Unification in Personal Information Management. Communications of the ACM, Vol. 49 Issue 1, 77-82.
Khan, A., Khan, M. K., & Hussain, A. (2022). Mis/Disinformation About COVID-19 and the Position of Information Professionals in Infodemic Management. Journal of Hospital Librarianship, 22(4), 299-310.
Li, M., Chen, F., Tong, S., Yang, L., & Shen, Z. (2024). Amend: an integrated platform of retracted papers and concerned papers. Journal of Data and Information Science, Vol. 9 Issue 2, 41-55.
Li, X., Zhang, J., Long, H., Chen, Y., & Zhang, A. (2023). Optimization of digital information management of financial services based on artificial intelligence in the digital financial environment. Journal of Organizational and End User Computing (JOEUC), 35(3), 1-17.
Lipani, A. (2019, January). On Biases in Information retrieval models and evaluation. In ACM SIGIR Forum (Vol. 52, No. 2, pp. 172-173). New York, NY, USA: ACM.
López‐Herrera, A. G., Herrera‐Viedma, E., & Herrera, F. (2009). A study of the use of multi‐objective evolutionary algorithms to learn Boolean queries: A comparative study. Journal of the American Society for Information Science and Technology, 60(6), 1192-1207.
Macevičiūtė, E., & Wilson, T. D. (2002). The development of the information management research area. Information Research, 7(3), 7-3.
Mahmood, A., Khan, H. U., Rehman, Z. U., Iqbal, K., & Faisal, C. M. S. (2019). KEFST: A knowledge extraction framework using finite-state transducers. The Electronic Library, 37(2), 365-384.
Marchionini, G. (2024). Information and library professionals' roles and responsibilities in an AI‐augmented world. Journal of the Association for Information Science and Technology, 75(8), 865-868.
Meske, C., Bunde, E., Schneider, J., & Gersch, M. (2022). Explainable artificial intelligence: objectives, stakeholders, and future research opportunities. Information Systems Management, 39(1), 53-63.
Mitchel, K. (2010). Automating Records Management With Artificial Intelligence. Infonomics, (1942-5910), 20-21.
Miura, A., Fujihara, N., & Yamashita, K. (2006). Retrieving information on the World Wide Web: Effects of domain specific knowledge. AI & SOCIETY, 20, 221-231.
Myers, K., Berry, P., Blythe, J., Conley, K., Gervasio, M., McGuinness, D. L., ... & Tambe, M. (2007). An intelligent personal assistant for task and time management. AI Magazine, 28(2), 47-47.
Ngoepe, M., Jacobs, L., & Mojapelo, M. (2024). Inclusion of digital records in the archives and records management curricula in a comprehensive open distance e-learning environment. Information Development, 40(2), 190-201.
Oh, J. H., & Choi, K. S. (2006). An ensemble of transliteration models for information retrieval. Information processing & management, 42(4), 980-1002.
Perrault, A., Fang, F., Sinha, A., & Tambe, M. (2020). Artificial intelligence for social impact: Learning and planning in the data-to-deployment pipeline. AI Magazine, 41(4), 3-16.
Phillips-Wren, G. E., & Forgionne, G. A. (2006). Aided search strategy enabled by decision support. Information processing & management, 42(2), 503-518.
Reghu Raj, P. C., & Raman, S. (2005). A phrase grammar-based conceptual indexing paradigm. Applied Artificial Intelligence, 19(6), 559-599.
Rowley, J. (1998). Towards a Framework for Information Management. International Journal of Information Management, No 5, 359-369.
San, T. P. (2020). Predictions from data analytics: Does Malaysian data protection law apply?. Information & Communications Technology Law, 29(3), 291-307.
Sánchez, D., & Moreno, A. (2006). A methodology for knowledge acquisition from the web. International Journal of Knowledge-Based and Intelligent Engineering Systems, 10(6), 453-475.
Spanaki, K., Karafili, E., & Despoudi, S. (2021). AI applications of data sharing in agriculture 4.0: A framework for role-based data access control. International Journal of Information Management, 59, 102350.
Spector, L. (2006). Evolution of artificial intelligence. Artificial Intelligence, 170(18), 1251-1253.
Teevan, J., Jones, W. (2006). Personal Information Management. Communications of the ACM, Vol. 49 Issue 1, 40-43.
Thelwall, M., Buckley, K., Paltoglou, G., Cai, D., & Kappas, A. (2010). Sentiment in Short Strength Detection Informal Text. Journal of the American Society for Information Science and Technology, 61(12), 2544-2558.
Thornley, C., Bustillo, M., & Schmidt Supprian, C. (2022, August). The ethics of classifying the world: From library catalogues to AI. Proceedings of the European Conference on Knowledge Management, Vol. 2, 1462-1485.
Uren, V., & Edwards, J. S. (2023). Technology readiness and the organizational journey towards AI adoption: An empirical study. International Journal of Information Management, 68, 102588.
Wilson, T. D. (1997) “Information management”. In International Encyclopedia of Information and Library Science, pp. 187-196. London: Routledge.
Yen, A. Z., Huang, H. H., & Chen, H. H. (2020). Multimodal joint learning for personal knowledge base construction from Twitter-based lifelogs. Information Processing & Management, 57(6), 102148.
Zhang, X., Zhu, S., Zhao, Y. C., Jia, M., & Zhu, Q. (2024). Engaging with AI painting: exploring motivations and challenges in laypeople's creative information practices. Information Research an international electronic journal, 29(2), 680-700.
Zhang, Y., Zhang, C., & Li, J. (2020). Joint modeling of characters, words, and conversation contexts for microblog keyphrase extraction. Journal of the Association for Information Science and Technology, 71(5), 553-567.
Zhitomirsky‐Geffet, M. (2022). Turning Filter Bubbles into Bubblesphere with Multi‐Viewpoint KOS and Diverse Similarity. Proceedings of the Association for Information Science and Technology, 59(1), 533-538.
Zhu, J., Song, D., & Rüger, S. (2009). Integrating multiple windows and document features for expert finding. Journal of the American Society for Information Science and Technology, 60(4), 694-715.

Opublikowane: 2025-02-26



Dorota Rak  dorota.rak@uj.edu.pl






Creative Commons License

Utwór dostępny jest na licencji Creative Commons Uznanie autorstwa – Użycie niekomercyjne – Bez utworów zależnych 4.0 Międzynarodowe.

CC BY-NC-ND 4.0 Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowe