Navigating the digital wave: Transformative strategies in modern business with the integration of Artificial intelligence (AI) and machine learning (ML) Article Swipe
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.33545/27076571.2022.v3.i2a.77
The advent of digital transformation has ushered in a new era of business strategy, fundamentally reshaping the landscape with the integration of Artificial Intelligence (AI) and Machine Learning (ML). This paper delves into the transformative strategies employed in modern businesses, examining the pivotal role of digital technologies in redefining business models and operational efficiencies. Through a comprehensive analysis of 15 seminal papers, this study explores the historical evolution, current trends, and future predictions of digital transformation in the business realm. It highlights the challenges and opportunities presented by this paradigm shift, offering insights into successful strategies and best practices for navigating the digital wave. The paper further presents case studies exemplifying effective digital transformation, thereby providing a holistic view of its impact on business sustainability and growth. This study contributes to the academic discourse by synthesizing existing literature and presenting a forward-looking perspective on digital transformation in business.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.33545/27076571.2022.v3.i2a.77
- https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdf
- OA Status
- bronze
- Cited By
- 1
- References
- 6
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4391536079
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4391536079Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.33545/27076571.2022.v3.i2a.77Digital Object Identifier
- Title
-
Navigating the digital wave: Transformative strategies in modern business with the integration of Artificial intelligence (AI) and machine learning (ML)Work title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-07-01Full publication date if available
- Authors
-
Pratyush SinghList of authors in order
- Landing page
-
https://doi.org/10.33545/27076571.2022.v3.i2a.77Publisher landing page
- PDF URL
-
https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
bronzeOpen access status per OpenAlex
- OA URL
-
https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdfDirect OA link when available
- Concepts
-
Transformative learning, Artificial intelligence, Computer science, Engineering, Psychology, PedagogyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 1Per-year citation counts (last 5 years)
- References (count)
-
6Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4391536079 |
|---|---|
| doi | https://doi.org/10.33545/27076571.2022.v3.i2a.77 |
| ids.doi | https://doi.org/10.33545/27076571.2022.v3.i2a.77 |
| ids.openalex | https://openalex.org/W4391536079 |
| fwci | 0.28828183 |
| type | article |
| title | Navigating the digital wave: Transformative strategies in modern business with the integration of Artificial intelligence (AI) and machine learning (ML) |
| biblio.issue | 2 |
| biblio.volume | 3 |
| biblio.last_page | 85 |
| biblio.first_page | 78 |
| topics[0].id | https://openalex.org/T11891 |
| topics[0].field.id | https://openalex.org/fields/14 |
| topics[0].field.display_name | Business, Management and Accounting |
| topics[0].score | 0.43130001425743103 |
| topics[0].domain.id | https://openalex.org/domains/2 |
| topics[0].domain.display_name | Social Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1404 |
| topics[0].subfield.display_name | Management Information Systems |
| topics[0].display_name | Big Data and Business Intelligence |
| topics[1].id | https://openalex.org/T13498 |
| topics[1].field.id | https://openalex.org/fields/20 |
| topics[1].field.display_name | Economics, Econometrics and Finance |
| topics[1].score | 0.4300000071525574 |
| topics[1].domain.id | https://openalex.org/domains/2 |
| topics[1].domain.display_name | Social Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2000 |
| topics[1].subfield.display_name | General Economics, Econometrics and Finance |
| topics[1].display_name | Economic Development and Digital Transformation |
| topics[2].id | https://openalex.org/T10763 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.39980000257492065 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2209 |
| topics[2].subfield.display_name | Industrial and Manufacturing Engineering |
| topics[2].display_name | Digital Transformation in Industry |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C70587473 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8949995636940002 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q7834111 |
| concepts[0].display_name | Transformative learning |
| concepts[1].id | https://openalex.org/C154945302 |
| concepts[1].level | 1 |
| concepts[1].score | 0.5374181270599365 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[1].display_name | Artificial intelligence |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.4178028404712677 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C127413603 |
| concepts[3].level | 0 |
| concepts[3].score | 0.34620338678359985 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[3].display_name | Engineering |
| concepts[4].id | https://openalex.org/C15744967 |
| concepts[4].level | 0 |
| concepts[4].score | 0.22864392399787903 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q9418 |
| concepts[4].display_name | Psychology |
| concepts[5].id | https://openalex.org/C19417346 |
| concepts[5].level | 1 |
| concepts[5].score | 0.08908772468566895 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q7922 |
| concepts[5].display_name | Pedagogy |
| keywords[0].id | https://openalex.org/keywords/transformative-learning |
| keywords[0].score | 0.8949995636940002 |
| keywords[0].display_name | Transformative learning |
| keywords[1].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[1].score | 0.5374181270599365 |
| keywords[1].display_name | Artificial intelligence |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.4178028404712677 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/engineering |
| keywords[3].score | 0.34620338678359985 |
| keywords[3].display_name | Engineering |
| keywords[4].id | https://openalex.org/keywords/psychology |
| keywords[4].score | 0.22864392399787903 |
| keywords[4].display_name | Psychology |
| keywords[5].id | https://openalex.org/keywords/pedagogy |
| keywords[5].score | 0.08908772468566895 |
| keywords[5].display_name | Pedagogy |
| language | en |
| locations[0].id | doi:10.33545/27076571.2022.v3.i2a.77 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4387286478 |
| locations[0].source.issn | 2707-6571, 2707-658X |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 2707-6571 |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | International Journal of Computing and Artificial Intelligence |
| locations[0].source.host_organization | |
| locations[0].source.host_organization_name | |
| locations[0].license | |
| locations[0].pdf_url | https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | International Journal of Computing and Artificial Intelligence |
| locations[0].landing_page_url | https://doi.org/10.33545/27076571.2022.v3.i2a.77 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5037122155 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-1818-9724 |
| authorships[0].author.display_name | Pratyush Singh |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I27837315, https://openalex.org/I4210111179 |
| authorships[0].affiliations[0].raw_affiliation_string | School of Business, University of Michigan, Michigan, United States |
| authorships[0].institutions[0].id | https://openalex.org/I4210111179 |
| authorships[0].institutions[0].ror | https://ror.org/0291ys696 |
| authorships[0].institutions[0].type | nonprofit |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210111179 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | Michigan United |
| authorships[0].institutions[1].id | https://openalex.org/I27837315 |
| authorships[0].institutions[1].ror | https://ror.org/00jmfr291 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I27837315 |
| authorships[0].institutions[1].country_code | US |
| authorships[0].institutions[1].display_name | University of Michigan |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Pratyush Kumar Singh |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | School of Business, University of Michigan, Michigan, United States |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdf |
| open_access.oa_status | bronze |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Navigating the digital wave: Transformative strategies in modern business with the integration of Artificial intelligence (AI) and machine learning (ML) |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11891 |
| primary_topic.field.id | https://openalex.org/fields/14 |
| primary_topic.field.display_name | Business, Management and Accounting |
| primary_topic.score | 0.43130001425743103 |
| primary_topic.domain.id | https://openalex.org/domains/2 |
| primary_topic.domain.display_name | Social Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1404 |
| primary_topic.subfield.display_name | Management Information Systems |
| primary_topic.display_name | Big Data and Business Intelligence |
| related_works | https://openalex.org/W2748952813, https://openalex.org/W2169196470, https://openalex.org/W4385368139, https://openalex.org/W4237580245, https://openalex.org/W3113185420, https://openalex.org/W2906134827, https://openalex.org/W4322745238, https://openalex.org/W4241245680, https://openalex.org/W3124327509, https://openalex.org/W4384833310 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2024 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 1 |
| best_oa_location.id | doi:10.33545/27076571.2022.v3.i2a.77 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4387286478 |
| best_oa_location.source.issn | 2707-6571, 2707-658X |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | 2707-6571 |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | International Journal of Computing and Artificial Intelligence |
| best_oa_location.source.host_organization | |
| best_oa_location.source.host_organization_name | |
| best_oa_location.license | |
| best_oa_location.pdf_url | https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | International Journal of Computing and Artificial Intelligence |
| best_oa_location.landing_page_url | https://doi.org/10.33545/27076571.2022.v3.i2a.77 |
| primary_location.id | doi:10.33545/27076571.2022.v3.i2a.77 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4387286478 |
| primary_location.source.issn | 2707-6571, 2707-658X |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 2707-6571 |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | International Journal of Computing and Artificial Intelligence |
| primary_location.source.host_organization | |
| primary_location.source.host_organization_name | |
| primary_location.license | |
| primary_location.pdf_url | https://www.computersciencejournals.com/ijcai/article/77/5-1-5-313.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | International Journal of Computing and Artificial Intelligence |
| primary_location.landing_page_url | https://doi.org/10.33545/27076571.2022.v3.i2a.77 |
| publication_date | 2022-07-01 |
| publication_year | 2022 |
| referenced_works | https://openalex.org/W2012557755, https://openalex.org/W4307261716, https://openalex.org/W3134615919, https://openalex.org/W4200435668, https://openalex.org/W3083507932, https://openalex.org/W4200219656 |
| referenced_works_count | 6 |
| abstract_inverted_index.a | 8, 55, 116, 140 |
| abstract_inverted_index.15 | 59 |
| abstract_inverted_index.It | 80 |
| abstract_inverted_index.by | 87, 134 |
| abstract_inverted_index.in | 7, 37, 47, 76, 146 |
| abstract_inverted_index.of | 2, 11, 21, 44, 58, 73, 119 |
| abstract_inverted_index.on | 122, 143 |
| abstract_inverted_index.to | 130 |
| abstract_inverted_index.The | 0, 104 |
| abstract_inverted_index.and | 25, 51, 70, 84, 96, 125, 138 |
| abstract_inverted_index.era | 10 |
| abstract_inverted_index.for | 99 |
| abstract_inverted_index.has | 5 |
| abstract_inverted_index.its | 120 |
| abstract_inverted_index.new | 9 |
| abstract_inverted_index.the | 16, 19, 33, 41, 65, 77, 82, 101, 131 |
| abstract_inverted_index.(AI) | 24 |
| abstract_inverted_index.This | 29, 127 |
| abstract_inverted_index.best | 97 |
| abstract_inverted_index.case | 108 |
| abstract_inverted_index.into | 32, 93 |
| abstract_inverted_index.role | 43 |
| abstract_inverted_index.this | 62, 88 |
| abstract_inverted_index.view | 118 |
| abstract_inverted_index.with | 18 |
| abstract_inverted_index.(ML). | 28 |
| abstract_inverted_index.paper | 30, 105 |
| abstract_inverted_index.study | 63, 128 |
| abstract_inverted_index.wave. | 103 |
| abstract_inverted_index.advent | 1 |
| abstract_inverted_index.delves | 31 |
| abstract_inverted_index.future | 71 |
| abstract_inverted_index.impact | 121 |
| abstract_inverted_index.models | 50 |
| abstract_inverted_index.modern | 38 |
| abstract_inverted_index.realm. | 79 |
| abstract_inverted_index.shift, | 90 |
| abstract_inverted_index.Machine | 26 |
| abstract_inverted_index.Through | 54 |
| abstract_inverted_index.current | 68 |
| abstract_inverted_index.digital | 3, 45, 74, 102, 112, 144 |
| abstract_inverted_index.further | 106 |
| abstract_inverted_index.growth. | 126 |
| abstract_inverted_index.papers, | 61 |
| abstract_inverted_index.pivotal | 42 |
| abstract_inverted_index.seminal | 60 |
| abstract_inverted_index.studies | 109 |
| abstract_inverted_index.thereby | 114 |
| abstract_inverted_index.trends, | 69 |
| abstract_inverted_index.ushered | 6 |
| abstract_inverted_index.Learning | 27 |
| abstract_inverted_index.academic | 132 |
| abstract_inverted_index.analysis | 57 |
| abstract_inverted_index.business | 12, 49, 78, 123 |
| abstract_inverted_index.employed | 36 |
| abstract_inverted_index.existing | 136 |
| abstract_inverted_index.explores | 64 |
| abstract_inverted_index.holistic | 117 |
| abstract_inverted_index.insights | 92 |
| abstract_inverted_index.offering | 91 |
| abstract_inverted_index.paradigm | 89 |
| abstract_inverted_index.presents | 107 |
| abstract_inverted_index.business. | 147 |
| abstract_inverted_index.discourse | 133 |
| abstract_inverted_index.effective | 111 |
| abstract_inverted_index.examining | 40 |
| abstract_inverted_index.landscape | 17 |
| abstract_inverted_index.practices | 98 |
| abstract_inverted_index.presented | 86 |
| abstract_inverted_index.providing | 115 |
| abstract_inverted_index.reshaping | 15 |
| abstract_inverted_index.strategy, | 13 |
| abstract_inverted_index.Artificial | 22 |
| abstract_inverted_index.challenges | 83 |
| abstract_inverted_index.evolution, | 67 |
| abstract_inverted_index.highlights | 81 |
| abstract_inverted_index.historical | 66 |
| abstract_inverted_index.literature | 137 |
| abstract_inverted_index.navigating | 100 |
| abstract_inverted_index.presenting | 139 |
| abstract_inverted_index.redefining | 48 |
| abstract_inverted_index.strategies | 35, 95 |
| abstract_inverted_index.successful | 94 |
| abstract_inverted_index.businesses, | 39 |
| abstract_inverted_index.contributes | 129 |
| abstract_inverted_index.integration | 20 |
| abstract_inverted_index.operational | 52 |
| abstract_inverted_index.perspective | 142 |
| abstract_inverted_index.predictions | 72 |
| abstract_inverted_index.Intelligence | 23 |
| abstract_inverted_index.exemplifying | 110 |
| abstract_inverted_index.synthesizing | 135 |
| abstract_inverted_index.technologies | 46 |
| abstract_inverted_index.comprehensive | 56 |
| abstract_inverted_index.efficiencies. | 53 |
| abstract_inverted_index.fundamentally | 14 |
| abstract_inverted_index.opportunities | 85 |
| abstract_inverted_index.sustainability | 124 |
| abstract_inverted_index.transformation | 4, 75, 145 |
| abstract_inverted_index.transformative | 34 |
| abstract_inverted_index.forward-looking | 141 |
| abstract_inverted_index.transformation, | 113 |
| cited_by_percentile_year.max | 94 |
| cited_by_percentile_year.min | 90 |
| corresponding_author_ids | https://openalex.org/A5037122155 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 1 |
| corresponding_institution_ids | https://openalex.org/I27837315, https://openalex.org/I4210111179 |
| citation_normalized_percentile.value | 0.61450364 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |