Value Management-based Alternatives Ranking Approach for Automated Negotiation Article Swipe
Moamin A. Mahmoud
,
Mohd Sharifuddin Ahmad
,
Arazi Idrus
·
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.1016/j.procs.2019.11.163
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.1016/j.procs.2019.11.163
Ranking alternatives is considered one of the main challenges in automated negotiation by multi-agent systems. Several approached have been identified by literature to mitigate the challenges of alternatives ranking, however, these approaches overlooked the importance of value management principles in modeling. Value management emphasizes on two main criteria to make a value decision which are Cost verses Functions. In this paper, Value Management-based Alternatives Ranking Approach that includes cost and function criteria in the modelling. Two main approaches are proposed by literature to optimize the ranking which are interest-based ranking and weight-based ranking. However, the two approaches produce totally two different results for a particular problem. Alternative interest-based ranking is recommended by value-management; but it creates a huge conflict among members. While, Alternative ranking based-weight is straight-forward with low or no conflict, but it is influenced by power, such influencing reduces reliability of a decision. To tackle this problem, we combine the processes of the two approaches alternative interest-based ranking and weight to make value decision and at the same time reduce the conflict among members. A scenario from construction domain is selected to test the proposed approach in ranking the alternatives based on cost and function criteria. The result shows a promising approach that could assist in making value decision, in addition, the result also shows that interest-weight-based ranking reduce the conflict between parties in comparison with interest-based ranking and weight-based ranking.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.procs.2019.11.163
- OA Status
- diamond
- Cited By
- 3
- References
- 10
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2997077628
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W2997077628Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.procs.2019.11.163Digital Object Identifier
- Title
-
Value Management-based Alternatives Ranking Approach for Automated NegotiationWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2019Year of publication
- Publication date
-
2019-01-01Full publication date if available
- Authors
-
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Arazi IdrusList of authors in order
- Landing page
-
https://doi.org/10.1016/j.procs.2019.11.163Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1016/j.procs.2019.11.163Direct OA link when available
- Concepts
-
Ranking (information retrieval), Computer science, Negotiation, Function (biology), Value (mathematics), Ranking SVM, Operations research, Information retrieval, Machine learning, Mathematics, Biology, Political science, Law, Evolutionary biologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
-
2023: 1, 2021: 2Per-year citation counts (last 5 years)
- References (count)
-
10Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W2997077628 |
|---|---|
| doi | https://doi.org/10.1016/j.procs.2019.11.163 |
| ids.doi | https://doi.org/10.1016/j.procs.2019.11.163 |
| ids.mag | 2997077628 |
| ids.openalex | https://openalex.org/W2997077628 |
| fwci | 0.68520634 |
| type | article |
| title | Value Management-based Alternatives Ranking Approach for Automated Negotiation |
| biblio.issue | |
| biblio.volume | 161 |
| biblio.last_page | 614 |
| biblio.first_page | 607 |
| topics[0].id | https://openalex.org/T14058 |
| topics[0].field.id | https://openalex.org/fields/14 |
| topics[0].field.display_name | Business, Management and Accounting |
| topics[0].score | 0.9908999800682068 |
| topics[0].domain.id | https://openalex.org/domains/2 |
| topics[0].domain.display_name | Social Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1408 |
| topics[0].subfield.display_name | Strategy and Management |
| topics[0].display_name | Value Engineering and Management |
| topics[1].id | https://openalex.org/T12594 |
| topics[1].field.id | https://openalex.org/fields/14 |
| topics[1].field.display_name | Business, Management and Accounting |
| topics[1].score | 0.9821000099182129 |
| topics[1].domain.id | https://openalex.org/domains/2 |
| topics[1].domain.display_name | Social Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1405 |
| topics[1].subfield.display_name | Management of Technology and Innovation |
| topics[1].display_name | Collaboration in agile enterprises |
| topics[2].id | https://openalex.org/T11729 |
| topics[2].field.id | https://openalex.org/fields/14 |
| topics[2].field.display_name | Business, Management and Accounting |
| topics[2].score | 0.9807999730110168 |
| topics[2].domain.id | https://openalex.org/domains/2 |
| topics[2].domain.display_name | Social Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1405 |
| topics[2].subfield.display_name | Management of Technology and Innovation |
| topics[2].display_name | Product Development and Customization |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C189430467 |
| concepts[0].level | 2 |
| concepts[0].score | 0.9223800897598267 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q7293293 |
| concepts[0].display_name | Ranking (information retrieval) |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.7437307834625244 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C199776023 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6131958365440369 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q202875 |
| concepts[2].display_name | Negotiation |
| concepts[3].id | https://openalex.org/C14036430 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5754186511039734 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q3736076 |
| concepts[3].display_name | Function (biology) |
| concepts[4].id | https://openalex.org/C2776291640 |
| concepts[4].level | 2 |
| concepts[4].score | 0.5152683258056641 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q2912517 |
| concepts[4].display_name | Value (mathematics) |
| concepts[5].id | https://openalex.org/C124975894 |
| concepts[5].level | 3 |
| concepts[5].score | 0.45173415541648865 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q7293290 |
| concepts[5].display_name | Ranking SVM |
| concepts[6].id | https://openalex.org/C42475967 |
| concepts[6].level | 1 |
| concepts[6].score | 0.35220175981521606 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q194292 |
| concepts[6].display_name | Operations research |
| concepts[7].id | https://openalex.org/C23123220 |
| concepts[7].level | 1 |
| concepts[7].score | 0.23407411575317383 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q816826 |
| concepts[7].display_name | Information retrieval |
| concepts[8].id | https://openalex.org/C119857082 |
| concepts[8].level | 1 |
| concepts[8].score | 0.20444101095199585 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q2539 |
| concepts[8].display_name | Machine learning |
| concepts[9].id | https://openalex.org/C33923547 |
| concepts[9].level | 0 |
| concepts[9].score | 0.11928433179855347 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[9].display_name | Mathematics |
| concepts[10].id | https://openalex.org/C86803240 |
| concepts[10].level | 0 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[10].display_name | Biology |
| concepts[11].id | https://openalex.org/C17744445 |
| concepts[11].level | 0 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q36442 |
| concepts[11].display_name | Political science |
| concepts[12].id | https://openalex.org/C199539241 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7748 |
| concepts[12].display_name | Law |
| concepts[13].id | https://openalex.org/C78458016 |
| concepts[13].level | 1 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q840400 |
| concepts[13].display_name | Evolutionary biology |
| keywords[0].id | https://openalex.org/keywords/ranking |
| keywords[0].score | 0.9223800897598267 |
| keywords[0].display_name | Ranking (information retrieval) |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.7437307834625244 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/negotiation |
| keywords[2].score | 0.6131958365440369 |
| keywords[2].display_name | Negotiation |
| keywords[3].id | https://openalex.org/keywords/function |
| keywords[3].score | 0.5754186511039734 |
| keywords[3].display_name | Function (biology) |
| keywords[4].id | https://openalex.org/keywords/value |
| keywords[4].score | 0.5152683258056641 |
| keywords[4].display_name | Value (mathematics) |
| keywords[5].id | https://openalex.org/keywords/ranking-svm |
| keywords[5].score | 0.45173415541648865 |
| keywords[5].display_name | Ranking SVM |
| keywords[6].id | https://openalex.org/keywords/operations-research |
| keywords[6].score | 0.35220175981521606 |
| keywords[6].display_name | Operations research |
| keywords[7].id | https://openalex.org/keywords/information-retrieval |
| keywords[7].score | 0.23407411575317383 |
| keywords[7].display_name | Information retrieval |
| keywords[8].id | https://openalex.org/keywords/machine-learning |
| keywords[8].score | 0.20444101095199585 |
| keywords[8].display_name | Machine learning |
| keywords[9].id | https://openalex.org/keywords/mathematics |
| keywords[9].score | 0.11928433179855347 |
| keywords[9].display_name | Mathematics |
| language | en |
| locations[0].id | doi:10.1016/j.procs.2019.11.163 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S120348307 |
| locations[0].source.issn | 1877-0509 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1877-0509 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Procedia Computer Science |
| locations[0].source.host_organization | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_name | Elsevier BV |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_lineage_names | Elsevier BV |
| locations[0].license | cc-by-nc-nd |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Procedia Computer Science |
| locations[0].landing_page_url | https://doi.org/10.1016/j.procs.2019.11.163 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5000864138 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-8333-5575 |
| authorships[0].author.display_name | Moamin A. Mahmoud |
| authorships[0].countries | MY |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I79156528 |
| authorships[0].affiliations[0].raw_affiliation_string | College of Computing and Informatics, Universiti Tenaga Nasional, Kajang 43000, Malaysia |
| authorships[0].institutions[0].id | https://openalex.org/I79156528 |
| authorships[0].institutions[0].ror | https://ror.org/03kxdn807 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I79156528, https://openalex.org/I874769580 |
| authorships[0].institutions[0].country_code | MY |
| authorships[0].institutions[0].display_name | Universiti Tenaga Nasional |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Moamin A. Mahmoud |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | College of Computing and Informatics, Universiti Tenaga Nasional, Kajang 43000, Malaysia |
| authorships[1].author.id | https://openalex.org/A5109240514 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | Mohd Sharifuddin Ahmad |
| authorships[1].countries | MY |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I79156528 |
| authorships[1].affiliations[0].raw_affiliation_string | College of Computing and Informatics, Universiti Tenaga Nasional, Kajang 43000, Malaysia |
| authorships[1].institutions[0].id | https://openalex.org/I79156528 |
| authorships[1].institutions[0].ror | https://ror.org/03kxdn807 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I79156528, https://openalex.org/I874769580 |
| authorships[1].institutions[0].country_code | MY |
| authorships[1].institutions[0].display_name | Universiti Tenaga Nasional |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Mohd Sharifuddin Ahmad |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | College of Computing and Informatics, Universiti Tenaga Nasional, Kajang 43000, Malaysia |
| authorships[2].author.id | https://openalex.org/A5113618890 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | Arazi Idrus |
| authorships[2].countries | MY |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I55141112 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Civil Engineering, Universiti Pertahanan Nasional, 57000 Kuala Lumpur, Malausia |
| authorships[2].institutions[0].id | https://openalex.org/I55141112 |
| authorships[2].institutions[0].ror | https://ror.org/00t53pv34 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I55141112 |
| authorships[2].institutions[0].country_code | MY |
| authorships[2].institutions[0].display_name | National Defence University of Malaysia |
| authorships[2].author_position | last |
| authorships[2].raw_author_name | Arazi Idrus |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Civil Engineering, Universiti Pertahanan Nasional, 57000 Kuala Lumpur, Malausia |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1016/j.procs.2019.11.163 |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Value Management-based Alternatives Ranking Approach for Automated Negotiation |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T14058 |
| primary_topic.field.id | https://openalex.org/fields/14 |
| primary_topic.field.display_name | Business, Management and Accounting |
| primary_topic.score | 0.9908999800682068 |
| primary_topic.domain.id | https://openalex.org/domains/2 |
| primary_topic.domain.display_name | Social Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1408 |
| primary_topic.subfield.display_name | Strategy and Management |
| primary_topic.display_name | Value Engineering and Management |
| related_works | https://openalex.org/W1984881833, https://openalex.org/W2315491162, https://openalex.org/W2562198007, https://openalex.org/W2368840343, https://openalex.org/W2370100764, https://openalex.org/W4297816538, https://openalex.org/W2187479119, https://openalex.org/W2073542340, https://openalex.org/W2031468273, https://openalex.org/W4307011114 |
| cited_by_count | 3 |
| counts_by_year[0].year | 2023 |
| counts_by_year[0].cited_by_count | 1 |
| counts_by_year[1].year | 2021 |
| counts_by_year[1].cited_by_count | 2 |
| locations_count | 1 |
| best_oa_location.id | doi:10.1016/j.procs.2019.11.163 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S120348307 |
| best_oa_location.source.issn | 1877-0509 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1877-0509 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | Procedia Computer Science |
| best_oa_location.source.host_organization | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_name | Elsevier BV |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_lineage_names | Elsevier BV |
| best_oa_location.license | cc-by-nc-nd |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Procedia Computer Science |
| best_oa_location.landing_page_url | https://doi.org/10.1016/j.procs.2019.11.163 |
| primary_location.id | doi:10.1016/j.procs.2019.11.163 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S120348307 |
| primary_location.source.issn | 1877-0509 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1877-0509 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Procedia Computer Science |
| primary_location.source.host_organization | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_name | Elsevier BV |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_lineage_names | Elsevier BV |
| primary_location.license | cc-by-nc-nd |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Procedia Computer Science |
| primary_location.landing_page_url | https://doi.org/10.1016/j.procs.2019.11.163 |
| publication_date | 2019-01-01 |
| publication_year | 2019 |
| referenced_works | https://openalex.org/W2767346351, https://openalex.org/W1970540916, https://openalex.org/W2100521577, https://openalex.org/W2091747307, https://openalex.org/W2124244981, https://openalex.org/W1592723990, https://openalex.org/W2406533169, https://openalex.org/W2560411988, https://openalex.org/W2081639805, https://openalex.org/W2776914634 |
| referenced_works_count | 10 |
| abstract_inverted_index.A | 176 |
| abstract_inverted_index.a | 50, 103, 116, 143, 201 |
| abstract_inverted_index.In | 58 |
| abstract_inverted_index.To | 145 |
| abstract_inverted_index.at | 167 |
| abstract_inverted_index.by | 12, 20, 80, 111, 136 |
| abstract_inverted_index.in | 9, 39, 72, 188, 207, 211, 225 |
| abstract_inverted_index.is | 2, 109, 125, 134, 181 |
| abstract_inverted_index.it | 114, 133 |
| abstract_inverted_index.no | 130 |
| abstract_inverted_index.of | 5, 26, 35, 142, 153 |
| abstract_inverted_index.on | 44, 193 |
| abstract_inverted_index.or | 129 |
| abstract_inverted_index.to | 22, 48, 82, 162, 183 |
| abstract_inverted_index.we | 149 |
| abstract_inverted_index.The | 198 |
| abstract_inverted_index.Two | 75 |
| abstract_inverted_index.and | 69, 90, 160, 166, 195, 230 |
| abstract_inverted_index.are | 54, 78, 87 |
| abstract_inverted_index.but | 113, 132 |
| abstract_inverted_index.for | 102 |
| abstract_inverted_index.low | 128 |
| abstract_inverted_index.one | 4 |
| abstract_inverted_index.the | 6, 24, 33, 73, 84, 94, 151, 154, 168, 172, 185, 190, 213, 221 |
| abstract_inverted_index.two | 45, 95, 99, 155 |
| abstract_inverted_index.Cost | 55 |
| abstract_inverted_index.also | 215 |
| abstract_inverted_index.been | 18 |
| abstract_inverted_index.cost | 68, 194 |
| abstract_inverted_index.from | 178 |
| abstract_inverted_index.have | 17 |
| abstract_inverted_index.huge | 117 |
| abstract_inverted_index.main | 7, 46, 76 |
| abstract_inverted_index.make | 49, 163 |
| abstract_inverted_index.same | 169 |
| abstract_inverted_index.such | 138 |
| abstract_inverted_index.test | 184 |
| abstract_inverted_index.that | 66, 204, 217 |
| abstract_inverted_index.this | 59, 147 |
| abstract_inverted_index.time | 170 |
| abstract_inverted_index.with | 127, 227 |
| abstract_inverted_index.Value | 41, 61 |
| abstract_inverted_index.among | 119, 174 |
| abstract_inverted_index.based | 192 |
| abstract_inverted_index.could | 205 |
| abstract_inverted_index.shows | 200, 216 |
| abstract_inverted_index.these | 30 |
| abstract_inverted_index.value | 36, 51, 164, 209 |
| abstract_inverted_index.which | 53, 86 |
| abstract_inverted_index.While, | 121 |
| abstract_inverted_index.assist | 206 |
| abstract_inverted_index.domain | 180 |
| abstract_inverted_index.making | 208 |
| abstract_inverted_index.paper, | 60 |
| abstract_inverted_index.power, | 137 |
| abstract_inverted_index.reduce | 171, 220 |
| abstract_inverted_index.result | 199, 214 |
| abstract_inverted_index.tackle | 146 |
| abstract_inverted_index.verses | 56 |
| abstract_inverted_index.weight | 161 |
| abstract_inverted_index.Ranking | 0, 64 |
| abstract_inverted_index.Several | 15 |
| abstract_inverted_index.between | 223 |
| abstract_inverted_index.combine | 150 |
| abstract_inverted_index.creates | 115 |
| abstract_inverted_index.parties | 224 |
| abstract_inverted_index.produce | 97 |
| abstract_inverted_index.ranking | 85, 89, 108, 123, 159, 189, 219, 229 |
| abstract_inverted_index.reduces | 140 |
| abstract_inverted_index.results | 101 |
| abstract_inverted_index.totally | 98 |
| abstract_inverted_index.Approach | 65 |
| abstract_inverted_index.However, | 93 |
| abstract_inverted_index.approach | 187, 203 |
| abstract_inverted_index.conflict | 118, 173, 222 |
| abstract_inverted_index.criteria | 47, 71 |
| abstract_inverted_index.decision | 52, 165 |
| abstract_inverted_index.function | 70, 196 |
| abstract_inverted_index.however, | 29 |
| abstract_inverted_index.includes | 67 |
| abstract_inverted_index.members. | 120, 175 |
| abstract_inverted_index.mitigate | 23 |
| abstract_inverted_index.optimize | 83 |
| abstract_inverted_index.problem, | 148 |
| abstract_inverted_index.problem. | 105 |
| abstract_inverted_index.proposed | 79, 186 |
| abstract_inverted_index.ranking, | 28 |
| abstract_inverted_index.ranking. | 92, 232 |
| abstract_inverted_index.scenario | 177 |
| abstract_inverted_index.selected | 182 |
| abstract_inverted_index.systems. | 14 |
| abstract_inverted_index.addition, | 212 |
| abstract_inverted_index.automated | 10 |
| abstract_inverted_index.conflict, | 131 |
| abstract_inverted_index.criteria. | 197 |
| abstract_inverted_index.decision, | 210 |
| abstract_inverted_index.decision. | 144 |
| abstract_inverted_index.different | 100 |
| abstract_inverted_index.modeling. | 40 |
| abstract_inverted_index.processes | 152 |
| abstract_inverted_index.promising | 202 |
| abstract_inverted_index.Functions. | 57 |
| abstract_inverted_index.approached | 16 |
| abstract_inverted_index.approaches | 31, 77, 96, 156 |
| abstract_inverted_index.challenges | 8, 25 |
| abstract_inverted_index.comparison | 226 |
| abstract_inverted_index.considered | 3 |
| abstract_inverted_index.emphasizes | 43 |
| abstract_inverted_index.identified | 19 |
| abstract_inverted_index.importance | 34 |
| abstract_inverted_index.influenced | 135 |
| abstract_inverted_index.literature | 21, 81 |
| abstract_inverted_index.management | 37, 42 |
| abstract_inverted_index.modelling. | 74 |
| abstract_inverted_index.overlooked | 32 |
| abstract_inverted_index.particular | 104 |
| abstract_inverted_index.principles | 38 |
| abstract_inverted_index.Alternative | 106, 122 |
| abstract_inverted_index.alternative | 157 |
| abstract_inverted_index.influencing | 139 |
| abstract_inverted_index.multi-agent | 13 |
| abstract_inverted_index.negotiation | 11 |
| abstract_inverted_index.recommended | 110 |
| abstract_inverted_index.reliability | 141 |
| abstract_inverted_index.Alternatives | 63 |
| abstract_inverted_index.alternatives | 1, 27, 191 |
| abstract_inverted_index.based-weight | 124 |
| abstract_inverted_index.construction | 179 |
| abstract_inverted_index.weight-based | 91, 231 |
| abstract_inverted_index.interest-based | 88, 107, 158, 228 |
| abstract_inverted_index.Management-based | 62 |
| abstract_inverted_index.straight-forward | 126 |
| abstract_inverted_index.value-management; | 112 |
| abstract_inverted_index.interest-weight-based | 218 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 89 |
| corresponding_author_ids | https://openalex.org/A5000864138 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| corresponding_institution_ids | https://openalex.org/I79156528 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/16 |
| sustainable_development_goals[0].score | 0.7300000190734863 |
| sustainable_development_goals[0].display_name | Peace, Justice and strong institutions |
| citation_normalized_percentile.value | 0.80664589 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |