The　inter-country　input-output　table　is　appropriate　for　presenting　sophisticated　inter-industry　dependencies　from　a　global　perspective.　Using　the　above　table　one　can　perceive　the　amount　of　production　resources　that　sectors　obtain　from　their　upstream　ones,　as　well　as　the　number　of　productive　capacities　that　sectors　provide　for　their　downstream　ones.　In　other　words,　competition/collaboration　occurs　when　sectors　share　the　same　providers/consumers　because　all　sectors＇　products　and　services　outputted　to　downstream　ones　are　limited.　Thus,　inter-industry　competition　for　inputs　from　upstream　sectors,　or　collaboration　on　outputs　to　downstream　sectors,　may　be　quantified　with　input-output　matrix　transformation.　In　this　paper,　a　novel　analytical　framework　of　inter-industry　collaborative　relations　is　established　based　on　the　bipartite　graph　theory　and　the　resource　allocation　process.　The　Collaborative　Opportunity　Index　and　Collaborative　Threat　index　are　designed　to　quantitatively　measure　the　industrial　influence　hidden　in　the　topological　structure　of　the　global　value　chain　(GVC)　network.　Scenario　simulations　are　carried　out　to　forecast　the　potential　and　trends　of　international　capacity　cooperation　within　Asian,　European,　and　African　nations　related　to　the　Belt　and　Road　Initiative,　respectively.