Topic-Driven Detection and Analysis of Scholarly Data Article Swipe
Alfio Ferrara
,
Corinna Ghirelli
,
Stefano Montanelli
,
Eugenio Petrovich
,
Silvia Salini
,
Stefano Verzillo
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1007/978-3-031-07438-7_8
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1007/978-3-031-07438-7_8
Related Topics
Concepts
Metadata
- Type
- book-chapter
- Language
- en
- Landing Page
- https://doi.org/10.1007/978-3-031-07438-7_8
- https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdf
- OA Status
- gold
- References
- 38
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4291130593
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4291130593Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1007/978-3-031-07438-7_8Digital Object Identifier
- Title
-
Topic-Driven Detection and Analysis of Scholarly DataWork title
- Type
-
book-chapterOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-01-01Full publication date if available
- Authors
-
Alfio Ferrara, Corinna Ghirelli, Stefano Montanelli, Eugenio Petrovich, Silvia Salini, Stefano VerzilloList of authors in order
- Landing page
-
https://doi.org/10.1007/978-3-031-07438-7_8Publisher landing page
- PDF URL
-
https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdfDirect OA link when available
- Concepts
-
Metadata, Data science, Computer science, Variety (cybernetics), Profiling (computer programming), Field (mathematics), Information retrieval, Topic model, World Wide Web, Artificial intelligence, Mathematics, Pure mathematics, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
38Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4291130593 |
|---|---|
| doi | https://doi.org/10.1007/978-3-031-07438-7_8 |
| ids.doi | https://doi.org/10.1007/978-3-031-07438-7_8 |
| ids.openalex | https://openalex.org/W4291130593 |
| fwci | 0.0 |
| type | book-chapter |
| title | Topic-Driven Detection and Analysis of Scholarly Data |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | 221 |
| biblio.first_page | 191 |
| topics[0].id | https://openalex.org/T10028 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.996399998664856 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1702 |
| topics[0].subfield.display_name | Artificial Intelligence |
| topics[0].display_name | Topic Modeling |
| topics[1].id | https://openalex.org/T11719 |
| topics[1].field.id | https://openalex.org/fields/18 |
| topics[1].field.display_name | Decision Sciences |
| topics[1].score | 0.9958999752998352 |
| topics[1].domain.id | https://openalex.org/domains/2 |
| topics[1].domain.display_name | Social Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1803 |
| topics[1].subfield.display_name | Management Science and Operations Research |
| topics[1].display_name | Data Quality and Management |
| topics[2].id | https://openalex.org/T13910 |
| topics[2].field.id | https://openalex.org/fields/33 |
| topics[2].field.display_name | Social Sciences |
| topics[2].score | 0.9939000010490417 |
| topics[2].domain.id | https://openalex.org/domains/2 |
| topics[2].domain.display_name | Social Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/3300 |
| topics[2].subfield.display_name | General Social Sciences |
| topics[2].display_name | Computational and Text Analysis Methods |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C93518851 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8388797044754028 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q180160 |
| concepts[0].display_name | Metadata |
| concepts[1].id | https://openalex.org/C2522767166 |
| concepts[1].level | 1 |
| concepts[1].score | 0.6873570680618286 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q2374463 |
| concepts[1].display_name | Data science |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.6773027181625366 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C136197465 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5566667318344116 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q1729295 |
| concepts[3].display_name | Variety (cybernetics) |
| concepts[4].id | https://openalex.org/C187191949 |
| concepts[4].level | 2 |
| concepts[4].score | 0.506304144859314 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1138496 |
| concepts[4].display_name | Profiling (computer programming) |
| concepts[5].id | https://openalex.org/C9652623 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4996457099914551 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q190109 |
| concepts[5].display_name | Field (mathematics) |
| concepts[6].id | https://openalex.org/C23123220 |
| concepts[6].level | 1 |
| concepts[6].score | 0.4304479956626892 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q816826 |
| concepts[6].display_name | Information retrieval |
| concepts[7].id | https://openalex.org/C171686336 |
| concepts[7].level | 2 |
| concepts[7].score | 0.4184267520904541 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q3532085 |
| concepts[7].display_name | Topic model |
| concepts[8].id | https://openalex.org/C136764020 |
| concepts[8].level | 1 |
| concepts[8].score | 0.28589504957199097 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q466 |
| concepts[8].display_name | World Wide Web |
| concepts[9].id | https://openalex.org/C154945302 |
| concepts[9].level | 1 |
| concepts[9].score | 0.13544487953186035 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[9].display_name | Artificial intelligence |
| concepts[10].id | https://openalex.org/C33923547 |
| concepts[10].level | 0 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[10].display_name | Mathematics |
| concepts[11].id | https://openalex.org/C202444582 |
| concepts[11].level | 1 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q837863 |
| concepts[11].display_name | Pure mathematics |
| concepts[12].id | https://openalex.org/C111919701 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[12].display_name | Operating system |
| keywords[0].id | https://openalex.org/keywords/metadata |
| keywords[0].score | 0.8388797044754028 |
| keywords[0].display_name | Metadata |
| keywords[1].id | https://openalex.org/keywords/data-science |
| keywords[1].score | 0.6873570680618286 |
| keywords[1].display_name | Data science |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.6773027181625366 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/variety |
| keywords[3].score | 0.5566667318344116 |
| keywords[3].display_name | Variety (cybernetics) |
| keywords[4].id | https://openalex.org/keywords/profiling |
| keywords[4].score | 0.506304144859314 |
| keywords[4].display_name | Profiling (computer programming) |
| keywords[5].id | https://openalex.org/keywords/field |
| keywords[5].score | 0.4996457099914551 |
| keywords[5].display_name | Field (mathematics) |
| keywords[6].id | https://openalex.org/keywords/information-retrieval |
| keywords[6].score | 0.4304479956626892 |
| keywords[6].display_name | Information retrieval |
| keywords[7].id | https://openalex.org/keywords/topic-model |
| keywords[7].score | 0.4184267520904541 |
| keywords[7].display_name | Topic model |
| keywords[8].id | https://openalex.org/keywords/world-wide-web |
| keywords[8].score | 0.28589504957199097 |
| keywords[8].display_name | World Wide Web |
| keywords[9].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[9].score | 0.13544487953186035 |
| keywords[9].display_name | Artificial intelligence |
| language | en |
| locations[0].id | doi:10.1007/978-3-031-07438-7_8 |
| locations[0].is_oa | True |
| locations[0].source | |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | book-chapter |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Teaching, Research and Academic Careers |
| locations[0].landing_page_url | https://doi.org/10.1007/978-3-031-07438-7_8 |
| locations[1].id | pmh:oai:air.unimi.it:2434/950414 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400516 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) |
| locations[1].source.host_organization | https://openalex.org/I189158943 |
| locations[1].source.host_organization_name | University of Milan |
| locations[1].source.host_organization_lineage | https://openalex.org/I189158943 |
| locations[1].license | other-oa |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | info:eu-repo/semantics/bookPart |
| locations[1].license_id | https://openalex.org/licenses/other-oa |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | https://hdl.handle.net/2434/950414 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5062638440 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-4991-4984 |
| authorships[0].author.display_name | Alfio Ferrara |
| authorships[0].countries | IT |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I189158943 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Computer Science, Data Science Research Center, Università degli Studi di Milano, Milan, Italy |
| authorships[0].institutions[0].id | https://openalex.org/I189158943 |
| authorships[0].institutions[0].ror | https://ror.org/00wjc7c48 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I189158943 |
| authorships[0].institutions[0].country_code | IT |
| authorships[0].institutions[0].display_name | University of Milan |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Alfio Ferrara |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Computer Science, Data Science Research Center, Università degli Studi di Milano, Milan, Italy |
| authorships[1].author.id | https://openalex.org/A5020777353 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-7859-0811 |
| authorships[1].author.display_name | Corinna Ghirelli |
| authorships[1].countries | ES |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I185763367 |
| authorships[1].affiliations[0].raw_affiliation_string | Banco de Espana, DG Economics, Statistics and Research, Madrid, Spain |
| authorships[1].institutions[0].id | https://openalex.org/I185763367 |
| authorships[1].institutions[0].ror | https://ror.org/02f26yq04 |
| authorships[1].institutions[0].type | other |
| authorships[1].institutions[0].lineage | https://openalex.org/I185763367 |
| authorships[1].institutions[0].country_code | ES |
| authorships[1].institutions[0].display_name | Bank of Spain |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Corinna Ghirelli |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Banco de Espana, DG Economics, Statistics and Research, Madrid, Spain |
| authorships[2].author.id | https://openalex.org/A5007380154 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-6594-6644 |
| authorships[2].author.display_name | Stefano Montanelli |
| authorships[2].countries | IT |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I189158943 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Computer Science, Data Science Research Center, Università degli Studi di Milano, Milan, Italy |
| authorships[2].institutions[0].id | https://openalex.org/I189158943 |
| authorships[2].institutions[0].ror | https://ror.org/00wjc7c48 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I189158943 |
| authorships[2].institutions[0].country_code | IT |
| authorships[2].institutions[0].display_name | University of Milan |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Stefano Montanelli |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Computer Science, Data Science Research Center, Università degli Studi di Milano, Milan, Italy |
| authorships[3].author.id | https://openalex.org/A5056565421 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-9646-0471 |
| authorships[3].author.display_name | Eugenio Petrovich |
| authorships[3].countries | IT |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I102064193 |
| authorships[3].affiliations[0].raw_affiliation_string | Department of Economics and Statistics, Università degli Studi di Siena, Siena, Italy |
| authorships[3].institutions[0].id | https://openalex.org/I102064193 |
| authorships[3].institutions[0].ror | https://ror.org/01tevnk56 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I102064193 |
| authorships[3].institutions[0].country_code | IT |
| authorships[3].institutions[0].display_name | University of Siena |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Eugenio Petrovich |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Department of Economics and Statistics, Università degli Studi di Siena, Siena, Italy |
| authorships[4].author.id | https://openalex.org/A5007816102 |
| authorships[4].author.orcid | https://orcid.org/0000-0001-6106-9835 |
| authorships[4].author.display_name | Silvia Salini |
| authorships[4].countries | IT |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I189158943 |
| authorships[4].affiliations[0].raw_affiliation_string | Department of Economics, Management and Quantitative Methods, Data Science Research Center, Università degli Studi di Milano, Milan, Italy |
| authorships[4].institutions[0].id | https://openalex.org/I189158943 |
| authorships[4].institutions[0].ror | https://ror.org/00wjc7c48 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I189158943 |
| authorships[4].institutions[0].country_code | IT |
| authorships[4].institutions[0].display_name | University of Milan |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Silvia Salini |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Department of Economics, Management and Quantitative Methods, Data Science Research Center, Università degli Studi di Milano, Milan, Italy |
| authorships[5].author.id | https://openalex.org/A5064569937 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-1895-8554 |
| authorships[5].author.display_name | Stefano Verzillo |
| authorships[5].countries | IT |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210118689 |
| authorships[5].affiliations[0].raw_affiliation_string | European Commission, Joint Research Centre (JRC), Ispra, Italy |
| authorships[5].institutions[0].id | https://openalex.org/I4210118689 |
| authorships[5].institutions[0].ror | https://ror.org/02qezmz13 |
| authorships[5].institutions[0].type | government |
| authorships[5].institutions[0].lineage | https://openalex.org/I1320481043, https://openalex.org/I2800387288, https://openalex.org/I4210118689, https://openalex.org/I4210161702 |
| authorships[5].institutions[0].country_code | IT |
| authorships[5].institutions[0].display_name | Joint Research Centre |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Stefano Verzillo |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | European Commission, Joint Research Centre (JRC), Ispra, Italy |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Topic-Driven Detection and Analysis of Scholarly Data |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10028 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.996399998664856 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1702 |
| primary_topic.subfield.display_name | Artificial Intelligence |
| primary_topic.display_name | Topic Modeling |
| related_works | https://openalex.org/W1992807924, https://openalex.org/W2062427795, https://openalex.org/W2360553097, https://openalex.org/W4300507456, https://openalex.org/W2108950259, https://openalex.org/W2370554703, https://openalex.org/W2995917056, https://openalex.org/W4291130593, https://openalex.org/W4306253242, https://openalex.org/W2810778770 |
| cited_by_count | 0 |
| locations_count | 2 |
| best_oa_location.id | doi:10.1007/978-3-031-07438-7_8 |
| best_oa_location.is_oa | True |
| best_oa_location.source | |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | book-chapter |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Teaching, Research and Academic Careers |
| best_oa_location.landing_page_url | https://doi.org/10.1007/978-3-031-07438-7_8 |
| primary_location.id | doi:10.1007/978-3-031-07438-7_8 |
| primary_location.is_oa | True |
| primary_location.source | |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://link.springer.com/content/pdf/10.1007/978-3-031-07438-7_8.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | book-chapter |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Teaching, Research and Academic Careers |
| primary_location.landing_page_url | https://doi.org/10.1007/978-3-031-07438-7_8 |
| publication_date | 2022-01-01 |
| publication_year | 2022 |
| referenced_works | https://openalex.org/W2969083877, https://openalex.org/W3198628895, https://openalex.org/W2165122403, https://openalex.org/W2996660452, https://openalex.org/W2900742936, https://openalex.org/W6980095854, https://openalex.org/W2025365931, https://openalex.org/W2011908708, https://openalex.org/W2808251711, https://openalex.org/W2394803309, https://openalex.org/W2606474166, https://openalex.org/W3160719894, https://openalex.org/W1971566608, https://openalex.org/W1999483644, https://openalex.org/W2235214564, https://openalex.org/W4287258741, https://openalex.org/W2290351757, https://openalex.org/W2604481526, https://openalex.org/W2160556470, https://openalex.org/W3125694356, https://openalex.org/W2080534043, https://openalex.org/W1991626742, https://openalex.org/W1968026755, https://openalex.org/W2887086273, https://openalex.org/W6737178651, https://openalex.org/W2013821356, https://openalex.org/W4301407432, https://openalex.org/W4213009331, https://openalex.org/W2753968569, https://openalex.org/W2765514182, https://openalex.org/W1973768457, https://openalex.org/W2892146139, https://openalex.org/W2780028966, https://openalex.org/W1920845339, https://openalex.org/W2024722304, https://openalex.org/W2904689162, https://openalex.org/W2059398827, https://openalex.org/W1586276670 |
| referenced_works_count | 38 |
| abstract_inverted_index | |
| cited_by_percentile_year | |
| countries_distinct_count | 2 |
| institutions_distinct_count | 6 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/4 |
| sustainable_development_goals[0].score | 0.7900000214576721 |
| sustainable_development_goals[0].display_name | Quality Education |
| citation_normalized_percentile.value | 0.20698216 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |