Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048720609> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W3048720609 abstract "Author(s): Oh, Hyungik | Advisor(s): Jain, Ramesh | Abstract: Human beings have always been interested in understanding themselves and their surround- ings. Learning about the relationship between the two can reveal facts of the present and help predict the future, a critical part to live a better life. With the proliferation of IoT sensor devices, it is now possible to collect quality data for each individual and utilize this data for building personal models that can help to understand the self and environment. However, since this sensor data have different granularities and semantics, the semantic gap becomes even more formidable. Thus, there are challenges in aggregating, integrating, and synchronizing this heterogeneous data to a form such that it effectively describes the life experiences of each individual. In this dissertation, we design a personal chronicle, which contributes a solution to the aforementioned challenges, called Personicle, in which all kinds of personal data streams can be correlated with one another to form a model of a person.To implement the Personicle, we first attempt to bridge the semantic gap between the low- level multimedia logs and high-level semantics by developing a common daily event model through the data unobtrusively obtained from smart devices. To do this, we define an atomic interval, which brings together the scattered sources of heterogeneous data to partition the data into manageable pieces. This atomic interval lets us segment a day into sequences of similar patterns and use the segments for daily event recognition.Secondly, we design an event-triggered Ecological Momentary Assessment (EMA) to max- imize the chance of aggregating the semantic data from the users. Unlike the traditional EMA process, which mainly depends on user initiative and intervention, we contribute to overcoming the problems endemic to persistent data collection, such as missing a logging moment or early abandonment, by initiating the EMA process from the system side at the right moment.Lastly, we propose a fully-automated approach to obtain latent semantic information from all the integrated data aiming to maximize the opportunity of both qualitatively and quan- titatively capturing one’s life experiences. To show a concrete example of this enrichment, we perform an experiment with “Eating” and “Working”, a complex event central to human experiences. These enhanced daily events can then be used to create a personal model that could capture how a person reacts to different stimuli under specific conditions." @default.
- W3048720609 created "2020-08-18" @default.
- W3048720609 creator A5070199582 @default.
- W3048720609 date "2020-01-01" @default.
- W3048720609 modified "2023-09-27" @default.
- W3048720609 title "Building Personal Chronicle of Life Events" @default.
- W3048720609 hasPublicationYear "2020" @default.
- W3048720609 type Work @default.
- W3048720609 sameAs 3048720609 @default.
- W3048720609 citedByCount "0" @default.
- W3048720609 crossrefType "journal-article" @default.
- W3048720609 hasAuthorship W3048720609A5070199582 @default.
- W3048720609 hasConcept C100776233 @default.
- W3048720609 hasConcept C107457646 @default.
- W3048720609 hasConcept C114614502 @default.
- W3048720609 hasConcept C115961682 @default.
- W3048720609 hasConcept C121332964 @default.
- W3048720609 hasConcept C126322002 @default.
- W3048720609 hasConcept C154945302 @default.
- W3048720609 hasConcept C162932704 @default.
- W3048720609 hasConcept C1667742 @default.
- W3048720609 hasConcept C184337299 @default.
- W3048720609 hasConcept C199360897 @default.
- W3048720609 hasConcept C2522767166 @default.
- W3048720609 hasConcept C2779662365 @default.
- W3048720609 hasConcept C33923547 @default.
- W3048720609 hasConcept C41008148 @default.
- W3048720609 hasConcept C42812 @default.
- W3048720609 hasConcept C62520636 @default.
- W3048720609 hasConcept C71924100 @default.
- W3048720609 hasConcept C761482 @default.
- W3048720609 hasConcept C76155785 @default.
- W3048720609 hasConcept C86034646 @default.
- W3048720609 hasConceptScore W3048720609C100776233 @default.
- W3048720609 hasConceptScore W3048720609C107457646 @default.
- W3048720609 hasConceptScore W3048720609C114614502 @default.
- W3048720609 hasConceptScore W3048720609C115961682 @default.
- W3048720609 hasConceptScore W3048720609C121332964 @default.
- W3048720609 hasConceptScore W3048720609C126322002 @default.
- W3048720609 hasConceptScore W3048720609C154945302 @default.
- W3048720609 hasConceptScore W3048720609C162932704 @default.
- W3048720609 hasConceptScore W3048720609C1667742 @default.
- W3048720609 hasConceptScore W3048720609C184337299 @default.
- W3048720609 hasConceptScore W3048720609C199360897 @default.
- W3048720609 hasConceptScore W3048720609C2522767166 @default.
- W3048720609 hasConceptScore W3048720609C2779662365 @default.
- W3048720609 hasConceptScore W3048720609C33923547 @default.
- W3048720609 hasConceptScore W3048720609C41008148 @default.
- W3048720609 hasConceptScore W3048720609C42812 @default.
- W3048720609 hasConceptScore W3048720609C62520636 @default.
- W3048720609 hasConceptScore W3048720609C71924100 @default.
- W3048720609 hasConceptScore W3048720609C761482 @default.
- W3048720609 hasConceptScore W3048720609C76155785 @default.
- W3048720609 hasConceptScore W3048720609C86034646 @default.
- W3048720609 hasLocation W30487206091 @default.
- W3048720609 hasOpenAccess W3048720609 @default.
- W3048720609 hasPrimaryLocation W30487206091 @default.
- W3048720609 hasRelatedWork W1500707033 @default.
- W3048720609 hasRelatedWork W1514781912 @default.
- W3048720609 hasRelatedWork W1567353711 @default.
- W3048720609 hasRelatedWork W1586640478 @default.
- W3048720609 hasRelatedWork W1942618345 @default.
- W3048720609 hasRelatedWork W1966360994 @default.
- W3048720609 hasRelatedWork W1982150835 @default.
- W3048720609 hasRelatedWork W2158233367 @default.
- W3048720609 hasRelatedWork W2185442968 @default.
- W3048720609 hasRelatedWork W2400236076 @default.
- W3048720609 hasRelatedWork W2403968446 @default.
- W3048720609 hasRelatedWork W2587707109 @default.
- W3048720609 hasRelatedWork W2789341888 @default.
- W3048720609 hasRelatedWork W2903025523 @default.
- W3048720609 hasRelatedWork W2913351590 @default.
- W3048720609 hasRelatedWork W3045907113 @default.
- W3048720609 hasRelatedWork W3199642605 @default.
- W3048720609 hasRelatedWork W76212452 @default.
- W3048720609 hasRelatedWork W958449138 @default.
- W3048720609 hasRelatedWork W1824484021 @default.
- W3048720609 isParatext "false" @default.
- W3048720609 isRetracted "false" @default.
- W3048720609 magId "3048720609" @default.
- W3048720609 workType "article" @default.