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Clustering the Perceptions of Labelled Actors of the Vallée de la Gastronomie-France Cover

Clustering the Perceptions of Labelled Actors of the Vallée de la Gastronomie-France

Open Access
|Aug 2023

Figures & Tables

Figure 1.

The model of the VG’s label

Legend: A1-8 – actors (due to the VG’ offerings categorization), O1-n – offerings (due to the VG label classification), F1-3 – filters (due to the VG’ offerings researcher). Source: Authors’ own elaboration

Figure 2.

The theoretical approaches related to the VG’s research

Source: Authors’ own elaboration

Figure 3.

The final experts’ validation of the perceptive attributes Source: Authors’ own elaboration

Table 1.

The number of objects in particular clusters related to values of particular aggregated attributes

ClusterNumber of objects in clusterDominant participantsDominant previous labelsDominant partner of collaborationRegular collaborationVG collaborationVG application processGeneral perception of labelsVG perceptionVG future perceptionVG beneficial actorProfits of VG participationVG developmentVG project limits
01212295514193021009211112
1700040000047270716
219004016125130800
390020021831153502100
4221632371231351519161116815
5141885328124352535337332820
6101218506793937517844922615
72717244923264444334228283723
Table 2.

Aggregated attribute no. 1: Dominant participants

Aggregated attribute no 1Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Wine & gastronomy activitiesgraphic/j_ijcm-2023-0007_inline_001.pnggraphic/j_ijcm-2023-0007_inline_002.pnggraphic/j_ijcm-2023-0007_inline_003.pnggraphic/j_ijcm-2023-0007_inline_004.pnggraphic/j_ijcm-2023-0007_inline_005.png
Wineries and wine cellarsgraphic/j_ijcm-2023-0007_inline_006.png
Places to visitgraphic/j_ijcm-2023-0007_inline_007.png
Restaurants and innsgraphic/j_ijcm-2023-0007_inline_008.pnggraphic/j_ijcm-2023-0007_inline_009.png
Outstanding experiencesgraphic/j_ijcm-2023-0007_inline_010.png

1 Legend: graphic/j_ijcm-2023-0007_inline_011.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 3.

Aggregated attribute no. 2: Previous dominant labels

Aggregated attribute no 2Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Michelingraphic/j_ijcm-2023-0007_inline_012.pnggraphic/j_ijcm-2023-0007_inline_013.png
Vignobles et Découvertesgraphic/j_ijcm-2023-0007_inline_014.pnggraphic/j_ijcm-2023-0007_inline_015.pnggraphic/j_ijcm-2023-0007_inline_016.pnggraphic/j_ijcm-2023-0007_inline_017.pnggraphic/j_ijcm-2023-0007_inline_018.pnggraphic/j_ijcm-2023-0007_inline_019.pnggraphic/j_ijcm-2023-0007_inline_020.pnggraphic/j_ijcm-2023-0007_inline_021.png
Vignerons Indépendantsgraphic/j_ijcm-2023-0007_inline_022.png
Maître restaurateurgraphic/j_ijcm-2023-0007_inline_023.png

2 graphic/j_ijcm-2023-0007_inline_024.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 4.

Aggregated attribute no. 3: Dominant partner of collaboration

Aggregated attribute no 3Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Tourism Officesgraphic/j_ijcm-2023-0007_inline_025.pnggraphic/j_ijcm-2023-0007_inline_026.pnggraphic/j_ijcm-2023-0007_inline_027.pnggraphic/j_ijcm-2023-0007_inline_028.pnggraphic/j_ijcm-2023-0007_inline_029.pnggraphic/j_ijcm-2023-0007_inline_030.pnggraphic/j_ijcm-2023-0007_inline_031.pnggraphic/j_ijcm-2023-0007_inline_032.png
Departmentgraphic/j_ijcm-2023-0007_inline_033.pnggraphic/j_ijcm-2023-0007_inline_034.pnggraphic/j_ijcm-2023-0007_inline_035.pnggraphic/j_ijcm-2023-0007_inline_036.pnggraphic/j_ijcm-2023-0007_inline_037.png
Regiongraphic/j_ijcm-2023-0007_inline_038.pnggraphic/j_ijcm-2023-0007_inline_039.pnggraphic/j_ijcm-2023-0007_inline_040.pnggraphic/j_ijcm-2023-0007_inline_041.png
Othergraphic/j_ijcm-2023-0007_inline_042.pnggraphic/j_ijcm-2023-0007_inline_043.pnggraphic/j_ijcm-2023-0007_inline_044.pnggraphic/j_ijcm-2023-0007_inline_045.pnggraphic/j_ijcm-2023-0007_inline_046.pnggraphic/j_ijcm-2023-0007_inline_047.pnggraphic/j_ijcm-2023-0007_inline_048.png

3 graphic/j_ijcm-2023-0007_inline_049.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 5.

Aggregated attribute no. 4: Regular collaboration

Aggregated attribute no 4Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Promotion: social media, welcoming journalistsgraphic/j_ijcm-2023-0007_inline_050.pnggraphic/j_ijcm-2023-0007_inline_051.pnggraphic/j_ijcm-2023-0007_inline_052.pnggraphic/j_ijcm-2023-0007_inline_053.pnggraphic/j_ijcm-2023-0007_inline_054.pnggraphic/j_ijcm-2023-0007_inline_055.pnggraphic/j_ijcm-2023-0007_inline_056.pnggraphic/j_ijcm-2023-0007_inline_057.png
Workshops and study tours (Educ-tours)graphic/j_ijcm-2023-0007_inline_058.pnggraphic/j_ijcm-2023-0007_inline_059.png
Promotion & development of labelsgraphic/j_ijcm-2023-0007_inline_060.png
Participation in tourism fair tradesgraphic/j_ijcm-2023-0007_inline_061.pnggraphic/j_ijcm-2023-0007_inline_062.png

4 graphic/j_ijcm-2023-0007_inline_063.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 6.

Aggregated attribute no. 5: VG collaboration

Aggregated attribute no 5Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Application for the labelgraphic/j_ijcm-2023-0007_inline_064.pnggraphic/j_ijcm-2023-0007_inline_065.pnggraphic/j_ijcm-2023-0007_inline_066.pnggraphic/j_ijcm-2023-0007_inline_067.pnggraphic/j_ijcm-2023-0007_inline_068.png
Promotion & Marketinggraphic/j_ijcm-2023-0007_inline_069.pnggraphic/j_ijcm-2023-0007_inline_070.png
Information meetings organized by the public structuresgraphic/j_ijcm-2023-0007_inline_071.pnggraphic/j_ijcm-2023-0007_inline_072.png
No links yetgraphic/j_ijcm-2023-0007_inline_073.png
No new dynamic at the momentgraphic/j_ijcm-2023-0007_inline_074.pnggraphic/j_ijcm-2023-0007_inline_075.pnggraphic/j_ijcm-2023-0007_inline_076.pnggraphic/j_ijcm-2023-0007_inline_077.pnggraphic/j_ijcm-2023-0007_inline_078.pnggraphic/j_ijcm-2023-0007_inline_079.png
New dynamic in general collaborationgraphic/j_ijcm-2023-0007_inline_080.pnggraphic/j_ijcm-2023-0007_inline_081.png
New dynamic depends on the label successgraphic/j_ijcm-2023-0007_inline_082.pnggraphic/j_ijcm-2023-0007_inline_083.pnggraphic/j_ijcm-2023-0007_inline_084.pnggraphic/j_ijcm-2023-0007_inline_085.pnggraphic/j_ijcm-2023-0007_inline_086.png
Uprising dynamic due to the VGgraphic/j_ijcm-2023-0007_inline_087.pnggraphic/j_ijcm-2023-0007_inline_088.png

5 graphic/j_ijcm-2023-0007_inline_089.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 7.

Aggregated attribute no. 6: VG application process

Aggregated Attribute no 6Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
It was easy to applygraphic/j_ijcm-2023-0007_inline_090.pnggraphic/j_ijcm-2023-0007_inline_091.pnggraphic/j_ijcm-2023-0007_inline_092.pnggraphic/j_ijcm-2023-0007_inline_093.pnggraphic/j_ijcm-2023-0007_inline_094.pnggraphic/j_ijcm-2023-0007_inline_095.pnggraphic/j_ijcm-2023-0007_inline_096.pnggraphic/j_ijcm-2023-0007_inline_097.png
It was fair because rewards having other labelsgraphic/j_ijcm-2023-0007_inline_098.pnggraphic/j_ijcm-2023-0007_inline_099.pnggraphic/j_ijcm-2023-0007_inline_100.pnggraphic/j_ijcm-2023-0007_inline_101.pnggraphic/j_ijcm-2023-0007_inline_102.pnggraphic/j_ijcm-2023-0007_inline_103.pnggraphic/j_ijcm-2023-0007_inline_104.png
It was fair because it selects the best offersgraphic/j_ijcm-2023-0007_inline_105.pnggraphic/j_ijcm-2023-0007_inline_106.pnggraphic/j_ijcm-2023-0007_inline_107.pnggraphic/j_ijcm-2023-0007_inline_108.pnggraphic/j_ijcm-2023-0007_inline_109.pnggraphic/j_ijcm-2023-0007_inline_110.pnggraphic/j_ijcm-2023-0007_inline_111.png
Participation in the information meetingsgraphic/j_ijcm-2023-0007_inline_112.pnggraphic/j_ijcm-2023-0007_inline_113.pnggraphic/j_ijcm-2023-0007_inline_114.pnggraphic/j_ijcm-2023-0007_inline_115.pnggraphic/j_ijcm-2023-0007_inline_116.png

6 graphic/j_ijcm-2023-0007_inline_117.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 8.

Aggregated attribute no. 7: General perception of the labels in France

Aggregated attribute no 7Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
They reflect the quality of products & servicesgraphic/j_ijcm-2023-0007_inline_118.pnggraphic/j_ijcm-2023-0007_inline_119.pnggraphic/j_ijcm-2023-0007_inline_120.pnggraphic/j_ijcm-2023-0007_inline_121.pnggraphic/j_ijcm-2023-0007_inline_122.pnggraphic/j_ijcm-2023-0007_inline_123.pnggraphic/j_ijcm-2023-0007_inline_124.png
They are a source of information for visitorsgraphic/j_ijcm-2023-0007_inline_125.pnggraphic/j_ijcm-2023-0007_inline_126.pnggraphic/j_ijcm-2023-0007_inline_127.pnggraphic/j_ijcm-2023-0007_inline_128.pnggraphic/j_ijcm-2023-0007_inline_129.pnggraphic/j_ijcm-2023-0007_inline_130.png
They are the marketing toolsgraphic/j_ijcm-2023-0007_inline_131.pnggraphic/j_ijcm-2023-0007_inline_132.pnggraphic/j_ijcm-2023-0007_inline_133.pnggraphic/j_ijcm-2023-0007_inline_134.pnggraphic/j_ijcm-2023-0007_inline_135.png
They do not reflect the promised qualitygraphic/j_ijcm-2023-0007_inline_286.png

7 graphic/j_ijcm-2023-0007_inline_136.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 9.

Aggregated attribute no. 8: VG perception

Aggregated attribute no 8Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
It has rigorous selection of the offers
It was created to promote local experiences & productsgraphic/j_ijcm-2023-0007_inline_137.pnggraphic/j_ijcm-2023-0007_inline_138.pnggraphic/j_ijcm-2023-0007_inline_139.pnggraphic/j_ijcm-2023-0007_inline_140.pnggraphic/j_ijcm-2023-0007_inline_141.pnggraphic/j_ijcm-2023-0007_inline_142.pnggraphic/j_ijcm-2023-0007_inline_143.pnggraphic/j_ijcm-2023-0007_inline_144.png
It is a brand specific to a territory and not a national labelgraphic/j_ijcm-2023-0007_inline_145.pnggraphic/j_ijcm-2023-0007_inline_146.pnggraphic/j_ijcm-2023-0007_inline_147.pnggraphic/j_ijcm-2023-0007_inline_148.pnggraphic/j_ijcm-2023-0007_inline_149.png
It has new categories of classification (outstanding experiences & gourmet offers)graphic/j_ijcm-2023-0007_inline_150.pnggraphic/j_ijcm-2023-0007_inline_151.pnggraphic/j_ijcm-2023-0007_inline_152.png
It does not take into account the administrative borders of the administrative territoriesgraphic/j_ijcm-2023-0007_inline_153.png
It is based on gastronomy excellencegraphic/j_ijcm-2023-0007_inline_154.pnggraphic/j_ijcm-2023-0007_inline_155.pnggraphic/j_ijcm-2023-0007_inline_156.pnggraphic/j_ijcm-2023-0007_inline_157.pnggraphic/j_ijcm-2023-0007_inline_158.pnggraphic/j_ijcm-2023-0007_inline_159.png
It is based on geographical logicgraphic/j_ijcm-2023-0007_inline_160.png
It is based on regional collaborationgraphic/j_ijcm-2023-0007_inline_161.pnggraphic/j_ijcm-2023-0007_inline_162.pnggraphic/j_ijcm-2023-0007_inline_163.pnggraphic/j_ijcm-2023-0007_inline_164.pnggraphic/j_ijcm-2023-0007_inline_165.png
It is based on know-howgraphic/j_ijcm-2023-0007_inline_166.pnggraphic/j_ijcm-2023-0007_inline_167.pnggraphic/j_ijcm-2023-0007_inline_168.pnggraphic/j_ijcm-2023-0007_inline_169.pnggraphic/j_ijcm-2023-0007_inline_170.pnggraphic/j_ijcm-2023-0007_inline_171.pnggraphic/j_ijcm-2023-0007_inline_172.pnggraphic/j_ijcm-2023-0007_inline_173.png
It is a label that has a potentialgraphic/j_ijcm-2023-0007_inline_174.pnggraphic/j_ijcm-2023-0007_inline_175.pnggraphic/j_ijcm-2023-0007_inline_176.pnggraphic/j_ijcm-2023-0007_inline_177.pnggraphic/j_ijcm-2023-0007_inline_178.png
It is a destination that makes sensegraphic/j_ijcm-2023-0007_inline_179.pnggraphic/j_ijcm-2023-0007_inline_180.pnggraphic/j_ijcm-2023-0007_inline_181.pnggraphic/j_ijcm-2023-0007_inline_182.pnggraphic/j_ijcm-2023-0007_inline_183.pnggraphic/j_ijcm-2023-0007_inline_184.png
It is a collective projectgraphic/j_ijcm-2023-0007_inline_185.pnggraphic/j_ijcm-2023-0007_inline_186.pnggraphic/j_ijcm-2023-0007_inline_187.pnggraphic/j_ijcm-2023-0007_inline_188.pnggraphic/j_ijcm-2023-0007_inline_189.pnggraphic/j_ijcm-2023-0007_inline_190.png

8 graphic/j_ijcm-2023-0007_inline_191.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 10.

Aggregated attribute no. 9: VG’s future perception

Aggregated attribute no 9Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
This label will participate in the promotion of our businessgraphic/j_ijcm-2023-0007_inline_192.pnggraphic/j_ijcm-2023-0007_inline_193.pnggraphic/j_ijcm-2023-0007_inline_194.pnggraphic/j_ijcm-2023-0007_inline_195.pnggraphic/j_ijcm-2023-0007_inline_196.pnggraphic/j_ijcm-2023-0007_inline_197.pnggraphic/j_ijcm-2023-0007_inline_198.png
This label will increase collaboration between tourism destinationsgraphic/j_ijcm-2023-0007_inline_199.pnggraphic/j_ijcm-2023-0007_inline_200.pnggraphic/j_ijcm-2023-0007_inline_201.pnggraphic/j_ijcm-2023-0007_inline_202.pnggraphic/j_ijcm-2023-0007_inline_203.pnggraphic/j_ijcm-2023-0007_inline_204.pnggraphic/j_ijcm-2023-0007_inline_205.png
This label will become the major destination for touristsgraphic/j_ijcm-2023-0007_inline_206.pnggraphic/j_ijcm-2023-0007_inline_207.png
Generally, we believe it will become the new destinationgraphic/j_ijcm-2023-0007_inline_208.pnggraphic/j_ijcm-2023-0007_inline_209.pnggraphic/j_ijcm-2023-0007_inline_210.pnggraphic/j_ijcm-2023-0007_inline_211.pnggraphic/j_ijcm-2023-0007_inline_212.pnggraphic/j_ijcm-2023-0007_inline_213.pnggraphic/j_ijcm-2023-0007_inline_214.pnggraphic/j_ijcm-2023-0007_inline_215.png

9 graphic/j_ijcm-2023-0007_inline_216.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 11.

Aggregated attribute no. 10: VG beneficial actors

Aggregated attribute no 10Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Public structuresgraphic/j_ijcm-2023-0007_inline_217.pnggraphic/j_ijcm-2023-0007_inline_218.png
Tour operators & Incoming agenciesgraphic/j_ijcm-2023-0007_inline_219.pnggraphic/j_ijcm-2023-0007_inline_220.pnggraphic/j_ijcm-2023-0007_inline_221.pnggraphic/j_ijcm-2023-0007_inline_222.png
Labelled actorsgraphic/j_ijcm-2023-0007_inline_223.pnggraphic/j_ijcm-2023-0007_inline_224.pnggraphic/j_ijcm-2023-0007_inline_225.pnggraphic/j_ijcm-2023-0007_inline_226.pnggraphic/j_ijcm-2023-0007_inline_227.pnggraphic/j_ijcm-2023-0007_inline_228.png
Customers (tourists)graphic/j_ijcm-2023-0007_inline_229.pnggraphic/j_ijcm-2023-0007_inline_230.pnggraphic/j_ijcm-2023-0007_inline_231.pnggraphic/j_ijcm-2023-0007_inline_232.pnggraphic/j_ijcm-2023-0007_inline_233.pnggraphic/j_ijcm-2023-0007_inline_234.png

10 graphic/j_ijcm-2023-0007_inline_235.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 12.

Aggregated attribute no. 11: Profits of VG participation

Aggregated attribute no 11Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
Additional source of our structure’s visibilitygraphic/j_ijcm-2023-0007_inline_236.pnggraphic/j_ijcm-2023-0007_inline_237.pnggraphic/j_ijcm-2023-0007_inline_238.pnggraphic/j_ijcm-2023-0007_inline_239.pnggraphic/j_ijcm-2023-0007_inline_240.pnggraphic/j_ijcm-2023-0007_inline_241.pnggraphic/j_ijcm-2023-0007_inline_242.png
Increasing our business profitsgraphic/j_ijcm-2023-0007_inline_243.png
Offering packaged products to regional, national and international customersgraphic/j_ijcm-2023-0007_inline_244.png
Participation in a collective projectgraphic/j_ijcm-2023-0007_inline_245.pnggraphic/j_ijcm-2023-0007_inline_246.pnggraphic/j_ijcm-2023-0007_inline_247.pnggraphic/j_ijcm-2023-0007_inline_248.pnggraphic/j_ijcm-2023-0007_inline_249.png
It will strengthen the collaboration between the territorial destinationsgraphic/j_ijcm-2023-0007_inline_250.pnggraphic/j_ijcm-2023-0007_inline_251.pnggraphic/j_ijcm-2023-0007_inline_252.pnggraphic/j_ijcm-2023-0007_inline_253.pnggraphic/j_ijcm-2023-0007_inline_254.pnggraphic/j_ijcm-2023-0007_inline_255.pnggraphic/j_ijcm-2023-0007_inline_256.pnggraphic/j_ijcm-2023-0007_inline_257.png

11 graphic/j_ijcm-2023-0007_inline_258.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 13.

Aggregated attribute no. 12: VG development

Aggregated attribute no 12Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
A great marketing tool but a difficult product to commercializegraphic/j_ijcm-2023-0007_inline_259.png
The label will be used mainly by tour operatorsgraphic/j_ijcm-2023-0007_inline_260.png
This will increase interest of international and national touristsgraphic/j_ijcm-2023-0007_inline_261.pnggraphic/j_ijcm-2023-0007_inline_262.pnggraphic/j_ijcm-2023-0007_inline_263.pnggraphic/j_ijcm-2023-0007_inline_264.pnggraphic/j_ijcm-2023-0007_inline_265.pnggraphic/j_ijcm-2023-0007_inline_266.png
This is an opportunity to create a globally recognized destinationgraphic/j_ijcm-2023-0007_inline_267.pnggraphic/j_ijcm-2023-0007_inline_268.pnggraphic/j_ijcm-2023-0007_inline_269.pnggraphic/j_ijcm-2023-0007_inline_270.pnggraphic/j_ijcm-2023-0007_inline_271.pnggraphic/j_ijcm-2023-0007_inline_272.pnggraphic/j_ijcm-2023-0007_inline_273.png

12 graphic/j_ijcm-2023-0007_inline_274.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

Table 14.

Aggregated attribute no. 13: VG project limits

Aggregated attribute no 13Cluster 0Cluster 1Cluster 2Cluster 3Cluster 4Cluster 5Cluster 6Cluster 7
The individualism of public and private actors instead of collective orientationgraphic/j_ijcm-2023-0007_inline_275.png
The number of administrative structures can limit the effectiveness of collaborationgraphic/j_ijcm-2023-0007_inline_276.pnggraphic/j_ijcm-2023-0007_inline_277.pnggraphic/j_ijcm-2023-0007_inline_278.png
Difficulty in making new destination from existing destinations (e.g., the Rhone Valley, Burgundy & Provence)graphic/j_ijcm-2023-0007_inline_279.pnggraphic/j_ijcm-2023-0007_inline_280.pnggraphic/j_ijcm-2023-0007_inline_281.pnggraphic/j_ijcm-2023-0007_inline_282.png
It can be only a marketing product-label which will be not commercialized
The lack of responsiveness of public structures in relation to private actorsgraphic/j_ijcm-2023-0007_inline_283.pnggraphic/j_ijcm-2023-0007_inline_284.png

13 graphic/j_ijcm-2023-0007_inline_285.png - the particular attribute’s component was assigned to the cluster according to the Affinity Propagation method

DOI: https://doi.org/10.2478/ijcm-2023-0007 | Journal eISSN: 2449-8939 | Journal ISSN: 2449-8920
Language: English
Page range: 15 - 31
Published on: Aug 8, 2023
Published by: Jagiellonian University
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2023 Daria Hołodnik, Marcin Hernes, published by Jagiellonian University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.