Browsing by Subject "objectivity"

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Access status: Open Access ,
Exploring relative instances of exposure in equilibrium of migration processes based on population characteristics
(Wydawnictwa AGH, 2017) Pitlik, László; Kollár, Péter|Fülöp, Zsolt|Madarász, Imre
Cybernetic states of law try to plan each activity - especially migration issues. The planning process has the following question originating in socio-cybernetics in its core: Where can it be assumed that the population characteristics are higher/lower than rational? The planning levels can be different: from the continent or country levels via statistic regions or micro-regions to settlements (even at the street and house levels). Parallel to the aggregation like population density (or annual growth rate), models can also be developed for arbitrary layers of demographical statistics, like the required ratio of males and females in different age-groups and/or education categories, etc. The models can analyze time-periods (e.g., years, time intervals) to ensure that dynamic processes will not actually be covered through static evaluation. The necessary data asset (a kind of Big Data) is given by OECD/ EUROSTAT, for example The questions and data assets are well-known. The modeling methodology consists of potential know-how: through estimations of staircase functions in the framework of online similarity analyses, regional norm values can be derived for targeted population characteristics. Therefore, the European strategy concerning the integration of massive volumes of migrants can be supported in an objective way. Analogue analyses with the same methodology have already been derived for parts of Germany and Hungary. Similarity analysis is an artificial intelligence-based approach with its own consistence-oriented quality assurance layers. The data-driven policy creation needs methodologies where objectivity is provided through optimization in the modeling based on arbitrary phenomena. The modeling philosophy should try to ensure a kind of regional multi-layered equilibrium (sustainability, cf. Kazohinia). The outlined methodology can be seen as a sort of automated SWOT analysis where each conclusion will be derived from the raw statistics in a direct way - without the risk of human subjectivity intervening in the process. The modeling spectrum consists of three levels: (1) Explorative modeling is able to derive basic characteristics for ceteris paribus perspectives through the complex functions. The standard analytical potential works with ceteris paribus parameters, based on the appropriate literature sources. (2) Antidiscriminative modeling is capable of deriving ranks for objects without an actual learning pattern, for the so-called production functions. (3) A cybernetic state of law should be able to have robot-planning values supporting human decision processes. Therefore, 'freedom of press' is basically the capability to explore and publish objective force fields and not to catalyze the spread of subjective evaluations.
Access status: Open Access ,
Quotation in social media: how sharing other people’s words could increase misinformation
(Wydawnictwa AGH, 2022) Kula, Agnieszka Maria; Grzelka, Monika
According to the report »We Are Social« (2021), one of the most important reasons why Internet users take to social media platforms are: »stay up-to-date with news and current events«, »seeing what's being talked about«, and »sharing and discussing opinions with others«. They are all focused on quoting. Our research helped us to confirm the dominance of posts with quotations in social media (the institutional broadcasters' profiles). Quotation can take various forms to produce different results. Direct quotations include direct speech, text islets, and pseudo-quotations, indirect quotations include indirect speech and narrated speech. Direct quotations in the form of various direct references accounted for 73% of quotations on Twitter and 61% on Facebook. This confirms the tremendous popularity of quotations in direct speech – senders avoid allegations of being partial, after all they show the facts that speak for themselves. It is strategies of the senders which increase misinformation.