A probabilistic model of user navigation in a digital interactive publication is considered. Digital interactive publication is a paged media where user can navigate either by flipping pages back and forth or using a link for navigation to another page. User’s navigation by links is analyzed in detail. For that case a special weight is assigned to any navigation from the current page to another page. A method of calculating these weights is proposed basing on a publication type and structure. Considerations include both server-side and client-side analysis. A mapping of the introduced weights to probabilities of navigation to each page is proposed also. These probabilities allow predicting user behavior during the paged media navigation. Experiments with a representative sample set of digital publications have been performed to illustrate the validity of the suggested model.
oai:arar.sci.am:258807
ՀՀ ԳԱԱ Հիմնարար գիտական գրադարան
Dec 8, 2023
Jul 24, 2020
10
https://arar.sci.am/publication/281924
Edition name | Date |
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A probabilistic model of user navigation in a digital interactive publication | Dec 8, 2023 |
Seda N. Manukian
E. P. Serrano M. I. Troparevsky M. A. Fabio Գլխավոր խմբ․՝ Մ․ Մ․ Ջրբաշյան (1966-1994) Ռ․ Վ․ Համբարձումյան (1994-2009) Ա․ Ա․ Սահակյան (2010-)
Gatsinzi, J.-B. Գլխ. խմբ.՝ Անրի Ներսեսյան Պատ. խմբ.՝ Լինդա Խաչատրյան Խմբ. տեղակալ՝ Ռաֆայել Բարխուդարյան
E. A. Haroutunian I. A. Safarian P. A. Petrossian H. V. Nersessian
David G. Asatryan Grigor S. Sazhumyan Hayk S. Shahverdyan