SAppKG: Mobile App Recommendation Using Knowledge Graph and Side Information-A Secure Framework Article Swipe
Daksh Dave
,
Aditya Sharma
,
Shafi’i Muhammad Abdulhamid
,
Adeel Ahmed
,
Adnan Akhunzada
,
Rashid Amin
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1109/access.2023.3296466
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1109/access.2023.3296466
Due to the rapid development of technology and the widespread usage of\nsmartphones, the number of mobile applications is exponentially growing.\nFinding a suitable collection of apps that aligns with users needs and\npreferences can be challenging. However, mobile app recommender systems have\nemerged as a helpful tool in simplifying this process. But there is a drawback\nto employing app recommender systems. These systems need access to user data,\nwhich is a serious security violation. While users seek accurate opinions, they\ndo not want to compromise their privacy in the process. We address this issue\nby developing SAppKG, an end-to-end user privacy-preserving knowledge graph\narchitecture for mobile app recommendation based on knowledge graph models such\nas SAppKG-S and SAppKG-D, that utilized the interaction data and side\ninformation of app attributes. We tested the proposed model on real-world data\nfrom the Google Play app store, using precision, recall, mean absolute\nprecision, and mean reciprocal rank. We found that the proposed model improved\nresults on all four metrics. We also compared the proposed model to baseline\nmodels and found that it outperformed them on all four metrics.\n
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Metadata
- Type
- article
- Language
- en
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- https://doi.org/10.1109/access.2023.3296466
- https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185555.pdf
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- gold
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- OpenAlex ID
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All OpenAlex metadata
Raw OpenAlex JSON
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- Title
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SAppKG: Mobile App Recommendation Using Knowledge Graph and Side Information-A Secure FrameworkWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-01-01Full publication date if available
- Authors
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Daksh Dave, Aditya Sharma, Shafi’i Muhammad Abdulhamid, Adeel Ahmed, Adnan Akhunzada, Rashid AminList of authors in order
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https://doi.org/10.1109/access.2023.3296466Publisher landing page
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https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185555.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185555.pdfDirect OA link when available
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Computer science, Knowledge graph, World Wide Web, Information retrievalTop concepts (fields/topics) attached by OpenAlex
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6Total citation count in OpenAlex
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2025: 2, 2024: 4Per-year citation counts (last 5 years)
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2964100231, https://openalex.org/W6747772516, https://openalex.org/W2797230116, https://openalex.org/W6631964550, https://openalex.org/W2954148014, https://openalex.org/W6779085536, https://openalex.org/W2913560138, https://openalex.org/W2914592219, https://openalex.org/W6608344535, https://openalex.org/W2250342289, https://openalex.org/W2607239473, https://openalex.org/W6718112784, https://openalex.org/W2963868263, https://openalex.org/W6758075616, https://openalex.org/W2408207485, https://openalex.org/W2171960770, https://openalex.org/W3200535857, https://openalex.org/W3121935122, https://openalex.org/W3138149011, https://openalex.org/W3186692753, https://openalex.org/W4313731669, https://openalex.org/W4225380658, https://openalex.org/W3175323262, https://openalex.org/W2252211741, https://openalex.org/W6713757886, https://openalex.org/W2944730858, https://openalex.org/W2795884932, https://openalex.org/W2052602449, https://openalex.org/W6678830454, https://openalex.org/W6678846912, https://openalex.org/W2283196293, https://openalex.org/W2973002543, https://openalex.org/W2558751478, https://openalex.org/W2970006701, https://openalex.org/W3118176606, https://openalex.org/W2127795553, https://openalex.org/W3208785685, https://openalex.org/W2127426251, https://openalex.org/W2785761199, https://openalex.org/W1533230146, https://openalex.org/W205829674, https://openalex.org/W3103296573, https://openalex.org/W2405901074, https://openalex.org/W3106439716, https://openalex.org/W2432356473, https://openalex.org/W2949434543 |
| referenced_works_count | 46 |
| abstract_inverted_index.a | 20, 41, 51, 65 |
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| abstract_inverted_index.model | 123, 146, 157 |
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| abstract_inverted_index.number | 13 |
| abstract_inverted_index.store, | 131 |
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