Reference list of 269 sources used for exploratory search
Today's digital libraries (DLs) archive vast amounts of information in the form of text, videos, images, data measurements, etc. User access to DL content can rely on similarity between metadata elements, or similarity between the data itself (content-based similarity). We consider the problem...
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ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.778638 2024-09-15T17:42:41+00:00 Reference list of 269 sources used for exploratory search Bernard, Jürgen Ruppert, Tobias Scherer, Maximilian Kohlhammer, Jörn Schreck, Tobias MEDIAN LATITUDE: 17.411526 * MEDIAN LONGITUDE: 7.326951 * SOUTH-BOUND LATITUDE: -89.983000 * WEST-BOUND LONGITUDE: -156.607000 * NORTH-BOUND LATITUDE: 78.922700 * EAST-BOUND LONGITUDE: 167.731000 * DATE/TIME START: 2006-01-01T00:00:00 * DATE/TIME END: 2006-12-31T23:59:00 2012 269 datasets https://doi.pangaea.de/10.1594/PANGAEA.778638 https://doi.org/10.1594/PANGAEA.778638 en eng PANGAEA Bernard, Jürgen; Ruppert, Tobias; Scherer, Maximilian; Kohlhammer, Jörn; Schreck, Tobias (2012): Content-based layouts for exploratory metadata search in scientific research data. JCDL '12, Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries, 139-148, https://doi.org/10.1145/2232817.2232844 https://doi.pangaea.de/10.1594/PANGAEA.778638 https://doi.org/10.1594/PANGAEA.778638 CC-BY-3.0: Creative Commons Attribution 3.0 Unported Access constraints: unrestricted info:eu-repo/semantics/openAccess Alaska USA Antarctica Australia AWIPEV AWIPEV_based BAR Barrow BER Bermuda BOU Boulder Brasilia Brasilia City Distrito Federal Brazil BRB CAB Cabauw Canada CAR Carpentras Chesapeake Light CLH Colorado United States of America Cosmonauts Sea DAR Darwin Dronning Maud Land E13 France Georg von Neumayer Germany GVN Israel Japan KWA Kwajalein LIN Lindenberg MAN Momote Monitoring station MONS NAU Nauru Nauru Island dataset bibliography 2012 ftpangaea https://doi.org/10.1594/PANGAEA.77863810.1145/2232817.2232844 2024-08-21T00:02:27Z Today's digital libraries (DLs) archive vast amounts of information in the form of text, videos, images, data measurements, etc. User access to DL content can rely on similarity between metadata elements, or similarity between the data itself (content-based similarity). We consider the problem of exploratory search in large DLs of time-oriented data. We propose a novel approach for overview-first exploration of data collections based on user-selected metadata properties. In a 2D layout representing entities of the selected property are laid out based on their similarity with respect to the underlying data content. The display is enhanced by compact summarizations of underlying data elements, and forms the basis for exploratory navigation of users in the data space. The approach is proposed as an interface for visual exploration, leading the user to discover interesting relationships between data items relying on content-based similarity between data items and their respective metadata labels. We apply the method on real data sets from the earth observation community, showing its applicability and usefulness. Other/Unknown Material Antarc* Antarctica Barrow Cosmonauts sea Dronning Maud Land Alaska PANGAEA - Data Publisher for Earth & Environmental Science ENVELOPE(-156.607000,167.731000,78.922700,-89.983000) |
institution |
Open Polar |
collection |
PANGAEA - Data Publisher for Earth & Environmental Science |
op_collection_id |
ftpangaea |
language |
English |
topic |
Alaska USA Antarctica Australia AWIPEV AWIPEV_based BAR Barrow BER Bermuda BOU Boulder Brasilia Brasilia City Distrito Federal Brazil BRB CAB Cabauw Canada CAR Carpentras Chesapeake Light CLH Colorado United States of America Cosmonauts Sea DAR Darwin Dronning Maud Land E13 France Georg von Neumayer Germany GVN Israel Japan KWA Kwajalein LIN Lindenberg MAN Momote Monitoring station MONS NAU Nauru Nauru Island |
spellingShingle |
Alaska USA Antarctica Australia AWIPEV AWIPEV_based BAR Barrow BER Bermuda BOU Boulder Brasilia Brasilia City Distrito Federal Brazil BRB CAB Cabauw Canada CAR Carpentras Chesapeake Light CLH Colorado United States of America Cosmonauts Sea DAR Darwin Dronning Maud Land E13 France Georg von Neumayer Germany GVN Israel Japan KWA Kwajalein LIN Lindenberg MAN Momote Monitoring station MONS NAU Nauru Nauru Island Bernard, Jürgen Ruppert, Tobias Scherer, Maximilian Kohlhammer, Jörn Schreck, Tobias Reference list of 269 sources used for exploratory search |
topic_facet |
Alaska USA Antarctica Australia AWIPEV AWIPEV_based BAR Barrow BER Bermuda BOU Boulder Brasilia Brasilia City Distrito Federal Brazil BRB CAB Cabauw Canada CAR Carpentras Chesapeake Light CLH Colorado United States of America Cosmonauts Sea DAR Darwin Dronning Maud Land E13 France Georg von Neumayer Germany GVN Israel Japan KWA Kwajalein LIN Lindenberg MAN Momote Monitoring station MONS NAU Nauru Nauru Island |
description |
Today's digital libraries (DLs) archive vast amounts of information in the form of text, videos, images, data measurements, etc. User access to DL content can rely on similarity between metadata elements, or similarity between the data itself (content-based similarity). We consider the problem of exploratory search in large DLs of time-oriented data. We propose a novel approach for overview-first exploration of data collections based on user-selected metadata properties. In a 2D layout representing entities of the selected property are laid out based on their similarity with respect to the underlying data content. The display is enhanced by compact summarizations of underlying data elements, and forms the basis for exploratory navigation of users in the data space. The approach is proposed as an interface for visual exploration, leading the user to discover interesting relationships between data items relying on content-based similarity between data items and their respective metadata labels. We apply the method on real data sets from the earth observation community, showing its applicability and usefulness. |
format |
Other/Unknown Material |
author |
Bernard, Jürgen Ruppert, Tobias Scherer, Maximilian Kohlhammer, Jörn Schreck, Tobias |
author_facet |
Bernard, Jürgen Ruppert, Tobias Scherer, Maximilian Kohlhammer, Jörn Schreck, Tobias |
author_sort |
Bernard, Jürgen |
title |
Reference list of 269 sources used for exploratory search |
title_short |
Reference list of 269 sources used for exploratory search |
title_full |
Reference list of 269 sources used for exploratory search |
title_fullStr |
Reference list of 269 sources used for exploratory search |
title_full_unstemmed |
Reference list of 269 sources used for exploratory search |
title_sort |
reference list of 269 sources used for exploratory search |
publisher |
PANGAEA |
publishDate |
2012 |
url |
https://doi.pangaea.de/10.1594/PANGAEA.778638 https://doi.org/10.1594/PANGAEA.778638 |
op_coverage |
MEDIAN LATITUDE: 17.411526 * MEDIAN LONGITUDE: 7.326951 * SOUTH-BOUND LATITUDE: -89.983000 * WEST-BOUND LONGITUDE: -156.607000 * NORTH-BOUND LATITUDE: 78.922700 * EAST-BOUND LONGITUDE: 167.731000 * DATE/TIME START: 2006-01-01T00:00:00 * DATE/TIME END: 2006-12-31T23:59:00 |
long_lat |
ENVELOPE(-156.607000,167.731000,78.922700,-89.983000) |
genre |
Antarc* Antarctica Barrow Cosmonauts sea Dronning Maud Land Alaska |
genre_facet |
Antarc* Antarctica Barrow Cosmonauts sea Dronning Maud Land Alaska |
op_relation |
Bernard, Jürgen; Ruppert, Tobias; Scherer, Maximilian; Kohlhammer, Jörn; Schreck, Tobias (2012): Content-based layouts for exploratory metadata search in scientific research data. JCDL '12, Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries, 139-148, https://doi.org/10.1145/2232817.2232844 https://doi.pangaea.de/10.1594/PANGAEA.778638 https://doi.org/10.1594/PANGAEA.778638 |
op_rights |
CC-BY-3.0: Creative Commons Attribution 3.0 Unported Access constraints: unrestricted info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1594/PANGAEA.77863810.1145/2232817.2232844 |
_version_ |
1810489368999100416 |