Horizontal vs. vertical recommendation zones evaluation using behavior tracking

Artykuł - publikacja recenzowana


Tytuł
Horizontal vs. vertical recommendation zones evaluation using behavior tracking
Odpowiedzialność
Piotr Sulikowski, Tomasz Zdziebko
Twórcy
Sumy twórców
2 autorów
Punktacja publikacji
Osoba Dysc. Pc k m P U Pu Opis
0000-0003-4136-3636 5.6 100 1 2 100,00 1,0000 100,0000 Art.
Gł. język publikacji
Angielski (English)
Data publikacji
2020
Objętość
1 (arkuszy wydawniczych), 10 (stron).
Identyfikator DOI
10.3390/app11010056
Adres URL
https://www.mdpi.com/2076-3417/11/1/56/pdf
Adres URL
https://www.mdpi.com/2076-3417/11/1
Uwaga ogólna
Publikacja dostępna w wersji elektronicznej w open access na licencji CC BY 4.0.
Uwaga ogólna
Received: 30 November 2020, revised: 18 December 2020, accepted: 19 December 2020, published: 23 December 2020.
Uwaga ogólna
Publikacja wydana w: Special Issue "Applications of Cognitive Infocommunications (CogInfoCom)" / editor Jozsef Katona. Ta publikacja należy do sekcji: "Computing and Artificial Intelligence".
Uwaga ogólna
Institutional Review Board Statement: The study was conducted according to the guidelines of the Declaration of Helsinki. Ethical review and approval were not required in accordance with the local legislation and institutional requirements.
Uwaga ogólna
Informed Consent Statement: All participants were informed about the purpose and the procedureof the study and provided their informed consent prior to the experiment. The experiment did not involve any risk or discomfort for the participants.
Uwaga ogólna
Data Availability Statement: The data presented in the study are available from the corresponding author, upon reasonable request, the code used during the study is proprietary.
Uwaga ogólna
Acknowledgments: We would like to thank the Chair of Information Systems Engineering Jaroslaw Jankowski (West Pomeranian University of Technology) for grant acquisition, administration and co-ordination.
Finansowanie
This research project was supported by the National Science Centre of Poland, coordinated by Jaroslaw Jankowski. 2017/27/B/HS4/01216
Cechy publikacji
  • Oryginalny artykuł naukowy
  • OpenAccess
Dane OpenAccess
CC_BY - Licencja,
FINAL_PUBLISHED - Wersja tekstu,
OPEN_REPOSITORY - Sposób publikacji,
AT_PUBLICATION - Moment udostępnienia,
2020-12-23 - Data udostępnienia
Słowa kluczowe
Czasopismo
Applied Sciences
( ISSN 2076-3417 )
Kraj wydania: Szwajcaria (Schweiz)
Zeszyt: tom 11 zeszyt 1
Nr: 56
Pobierz opis jako:
BibTeX, RIS
Data zgłoszenia do bazy Publi
2021-01-27
PBN
Wyświetl
WorkId
26197

Abstrakt

en

Recommender systems play a vital role in e-commerce by increasing the likelihood of transactions and improving sales thanks to presenting personal recommendations. Due to the marketing habituation effect, users are less and less responsive to this type of content. Visual recommendation presentation, in particular the recommendation zone layout can influence the effectiveness of a recommendation. This study examines human–computer interactions for vertical, horizonal, and mixed layouts of recommending interfaces of four major e-commerce stores, and is based on our document object model events-based behavior analysis tool. Results from this implicit feedback study are presented and analyzed, showing that vertical recommendation zones attracted more attention than horizontal ones.

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