MARC details
| 000 -LEADER |
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| fixed length control field |
03811namaa2200457uu 4500 |
| 001 - CONTROL NUMBER |
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| control field |
oapen74901 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
oapen |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20231221161540.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr|mn|---annan |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230803s2023 xx |||||o ||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
979-12-215-0106-3.29 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9791221501063 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.36253/979-12-215-0106-3.29 |
| Source of number or code |
doi |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
oapen |
| Transcribing agency |
oapen |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
dc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
J |
| Source |
bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Calleo, Yuri |
| Relator code |
auth |
| 9 (RLIN) |
1625362 |
| 245 10 - TITLE STATEMENT |
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| Title |
Chapter A Natural Language Processing approach to measure expertise in the Delphi-based scenarios |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Florence |
| Name of publisher, distributor, etc |
Firenze University Press, Genova University Press |
| Date of publication, distribution, etc |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (6 p.) |
| 336 ## - |
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| -- |
text |
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txt |
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rdacontent |
| 337 ## - |
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computer |
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c |
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rdamedia |
| 338 ## - |
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online resource |
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cr |
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rdacarrier |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Proceedings e report |
| Volume number/sequential designation |
134 |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Open Access |
| Standardized terminology for access restriction |
Unrestricted online access |
| Source of term |
star |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
The Delphi-based scenarios (DBS) development implies the assumption of different choices, through the gathering of information and the assessment of alternative resolutions (Panpatte and Takale, 2019). During the last decades, the spread of environmental hazards has increased quickly, much to request different responses in order to develop a sustainable future for humanity planning the present (McMichael and Lindgren, 2011). Since the DBS is a creative process (Nowack et al., 2011), different figures are selected to make choices, including academics, stakeholders and citizens. However, one of the main challenges remains the measurement of expertise, in fact, during the process, the experts should be assessed based on their competences in order to avoid any conflict in the final results and, eventually, weigh their answers. In recent years, some contributions adopted the self-assessments for the experts' evaluation (Sossa et al., 2019), but many issues still remain (such as strong subjectivity and cognitive biases which produce over or underestimation). We develop a new method to estimate the expertise by using Natural Language Processing to acquire information, extracting the contributions of experts in each topic. First, starting from a draft list of selected experts, we identify the category of reference (e.g., academia, industry, local authority, citizens etc.). We build a data repository with the personal pages (URLs) of each expert to then use Python to extract from the URLs, the number of contributions related to a keyword, different for each category (e.g., publications for academics, reports and projects for stakeholders etc.). Finally, we proceed adopting a coefficient of production with a weighted sum of the results. To practically demonstrate our approach, we applied this method to a cohort of known experts, part of the "Smart control of the climate resilience" (SCORE) H2020 European project to estimate their expertise in specific areas. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
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| Terms governing use and reproduction |
Creative Commons |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
| -- |
cc |
| Uniform Resource Identifier |
<a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a> |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Society & social sciences |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
102798 |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Delphi |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
expertise assessment |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
future scenarios |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Di Zio, Simone |
| Relator code |
auth |
| 9 (RLIN) |
1624824 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pilla, Francesco |
| Relator code |
auth |
| 9 (RLIN) |
1658021 |
| 773 1# - HOST ITEM ENTRY |
|---|
| Title |
ASA 2022 Data-Driven Decision Making |
| Control subfield |
nnaa |
| Other item identifier |
OAPEN Library UUID: 863aa499-dbee-4191-9a14-3b5d5ef9e635 |
| 793 0# - |
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| -- |
OAPEN Library. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="https://library.oapen.org/bitstream/id/fb1b08e7-9a1e-4b8c-a613-231b80f6c7cf/9791221501063-29.pdf">https://library.oapen.org/bitstream/id/fb1b08e7-9a1e-4b8c-a613-231b80f6c7cf/9791221501063-29.pdf</a> |
| -- |
0 |
| Public note |
Open Access: OAPEN Library, download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="https://library.oapen.org/handle/20.500.12657/74901">https://library.oapen.org/handle/20.500.12657/74901</a> |
| -- |
0 |
| Public note |
Open Access: OAPEN Library: description of the publication |
