FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4211089788> ?p ?o ?g. }

• W4211089788 endingPage "30" @default.
• W4211089788 startingPage "1" @default.
• W4211089788 abstract "Users are interested in entity information provided by multiple sensors in the Internet of Things. The challenges regarding this environment span from data-centric ones due to data integration, heterogeneity, and enrichment, to user-centric ones due to the need for high-level data interpretation and usability for non-expert users, to system-centric ones due to resource constraints. Publish/Subscribe systems (PSSs) are suitable schemes for large-scale applications, but they are limited in dealing with the data and user challenges. In this article, we propose PoSSUM, a novel entity-centric PSS that provides entity summaries for user-friendly subscriptions through data integration, a novel Density-Based VARiance Clustering (DBVARC) for diverse entity summarization that is parameter-free and partly incremental, reasoning rules, and a novel Triple2Rank scoring for top-k filtering based on importance, informativeness, and diversity. We introduce a novel evaluation methodology that creates ground truths and metrics that capture the quality of entity summaries. We compare our approach with a previous dynamic approach and a static diverse entity summarization approach that we adapted to dynamic environments. The evaluation results for two use cases, Healthcare and Smart Cities, show that when users are provided with less information, their data diversity desire could reach up to 80%. Summarization approaches achieve from 80% to 99% message reduction, with PoSSUM having the best-ranking quality for more than half of the entities by a significant margin. PoSSUM has the highest conceptual clustering F-score, ranging from 0.69 to 0.83, and a redundancy-aware F-score up to 0.95, with cases, where it is almost two times better than the other approaches. PoSSUM takes 50% or less clustering processing time and it performs scoring significantly faster for larger windows. It also has comparable end-to-end latency and throughput values, and it occupies a third of the memory compared to the second-best approach." @default.
• W4211089788 created "2022-02-13" @default.
• W4211089788 creator A5011330524 @default.
• W4211089788 creator A5027850521 @default.
• W4211089788 date "2022-03-24" @default.
• W4211089788 modified "2023-09-30" @default.
• W4211089788 title "PoSSUM: An Entity-centric Publish/Subscribe System for Diverse Summarization in Internet of Things" @default.
• W4211089788 cites W1585492565 @default.
• W4211089788 cites W182707955 @default.
• W4211089788 cites W1975852288 @default.
• W4211089788 cites W1981825277 @default.
• W4211089788 cites W1990318994 @default.
• W4211089788 cites W2036965066 @default.
• W4211089788 cites W2038842628 @default.
• W4211089788 cites W2061867426 @default.
• W4211089788 cites W2068849277 @default.
• W4211089788 cites W2073308541 @default.
• W4211089788 cites W2098931293 @default.
• W4211089788 cites W2102314503 @default.
• W4211089788 cites W2110495371 @default.
• W4211089788 cites W2113295182 @default.
• W4211089788 cites W2160569229 @default.
• W4211089788 cites W2170936641 @default.
• W4211089788 cites W2251316727 @default.
• W4211089788 cites W2266336423 @default.
• W4211089788 cites W2343620495 @default.
• W4211089788 cites W2422976594 @default.
• W4211089788 cites W2473280987 @default.
• W4211089788 cites W2523679382 @default.
• W4211089788 cites W2569320133 @default.
• W4211089788 cites W2579555219 @default.
• W4211089788 cites W2607665052 @default.
• W4211089788 cites W2752632498 @default.
• W4211089788 cites W2789264883 @default.
• W4211089788 cites W2796876358 @default.
• W4211089788 cites W2888542119 @default.
• W4211089788 cites W2893663994 @default.
• W4211089788 cites W2902495740 @default.
• W4211089788 cites W2910064791 @default.
• W4211089788 cites W2929559746 @default.
• W4211089788 cites W3012246690 @default.
• W4211089788 cites W3164353784 @default.
• W4211089788 cites W3171099033 @default.
• W4211089788 cites W3175139886 @default.
• W4211089788 cites W4237219250 @default.
• W4211089788 cites W4288343461 @default.
• W4211089788 cites W70607902 @default.
• W4211089788 doi "https://doi.org/10.1145/3507911" @default.
• W4211089788 hasPublicationYear "2022" @default.
• W4211089788 type Work @default.
• W4211089788 citedByCount "2" @default.
• W4211089788 countsByYear W42110897882022 @default.
• W4211089788 crossrefType "journal-article" @default.
• W4211089788 hasAuthorship W4211089788A5011330524 @default.
• W4211089788 hasAuthorship W4211089788A5027850521 @default.
• W4211089788 hasBestOaLocation W42110897881 @default.
• W4211089788 hasConcept C101780184 @default.
• W4211089788 hasConcept C107457646 @default.
• W4211089788 hasConcept C110875604 @default.
• W4211089788 hasConcept C111919701 @default.
• W4211089788 hasConcept C112698675 @default.
• W4211089788 hasConcept C124101348 @default.
• W4211089788 hasConcept C136764020 @default.
• W4211089788 hasConcept C144133560 @default.
• W4211089788 hasConcept C152124472 @default.
• W4211089788 hasConcept C154945302 @default.
• W4211089788 hasConcept C170130773 @default.
• W4211089788 hasConcept C170858558 @default.
• W4211089788 hasConcept C187191949 @default.
• W4211089788 hasConcept C189430467 @default.
• W4211089788 hasConcept C23123220 @default.
• W4211089788 hasConcept C2522767166 @default.
• W4211089788 hasConcept C41008148 @default.
• W4211089788 hasConcept C41458344 @default.
• W4211089788 hasConcept C73555534 @default.
• W4211089788 hasConcept C76155785 @default.
• W4211089788 hasConceptScore W4211089788C101780184 @default.
• W4211089788 hasConceptScore W4211089788C107457646 @default.
• W4211089788 hasConceptScore W4211089788C110875604 @default.
• W4211089788 hasConceptScore W4211089788C111919701 @default.
• W4211089788 hasConceptScore W4211089788C112698675 @default.
• W4211089788 hasConceptScore W4211089788C124101348 @default.
• W4211089788 hasConceptScore W4211089788C136764020 @default.
• W4211089788 hasConceptScore W4211089788C144133560 @default.
• W4211089788 hasConceptScore W4211089788C152124472 @default.
• W4211089788 hasConceptScore W4211089788C154945302 @default.
• W4211089788 hasConceptScore W4211089788C170130773 @default.
• W4211089788 hasConceptScore W4211089788C170858558 @default.
• W4211089788 hasConceptScore W4211089788C187191949 @default.
• W4211089788 hasConceptScore W4211089788C189430467 @default.
• W4211089788 hasConceptScore W4211089788C23123220 @default.
• W4211089788 hasConceptScore W4211089788C2522767166 @default.
• W4211089788 hasConceptScore W4211089788C41008148 @default.
• W4211089788 hasConceptScore W4211089788C41458344 @default.
• W4211089788 hasConceptScore W4211089788C73555534 @default.
• W4211089788 hasConceptScore W4211089788C76155785 @default.
• W4211089788 hasFunder F4320320847 @default.
• W4211089788 hasFunder F4320335322 @default.

• next