Overlapping Community Detection Algorithm Based on High-Quality Subgraph Extension in Local Core Regions of Network

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72 406 97C420 166 436 231 453 297C489 435 454 448 428 448C406 448 384 439 354 422C305 394 222 327 161 247H159L183 345C200 415 194 448 173 448C143 448 82 410 23 351L38 325C64 349 95 371 105 371C111 371 116 365 109 336L25 -4L31 -12C50 -4 77 3 107 9C119 69 132 122 145 168C197 254 321 381 370 381C387 381 393 374 378 305L329 95C309 17 320 -12 345 -12C372 -12 430 19 495 86Z"></path></g><g transform="matrix(.013,0,0,-0.013,10.158,0)"><path d="M535 323V373H52V323H535ZM535 138V188H52V138H535Z"></path></g><g transform="matrix(.013,0,0,-0.013,21.421,0)"><path d="M384 0V27C293 34 287 42 287 114V635C232 613 172 594 109 583V559L157 557C201 555 205 550 205 499V114C205 42 199 34 109 27V0H384Z"></path></g><g transform="matrix(.013,0,0,-0.013,27.661,0)"><path d="M241 635C89 635 35 457 35 312C35 153 89 -12 240 -12C390 -12 443 166 443 312C443 466 390 635 241 635ZM238 602C329 602 354 454 354 312C354 172 330 22 240 22C152 22 124 173 124 313S148 602 238 602Z"></path></g><g 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22C152 22 124 173 124 313S148 602 238 602Z"></path></g></svg></span></td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">OLCRE</td><td class="align_center">0.8234</td><td class="align_center">0.8142</td><td class="align_center">0.8238</td><td class="align_center">0.8266</td></tr><tr><td class="align_left">CoEuS</td><td class="align_center">0.6672</td><td class="align_center">0.7487</td><td class="align_center">0.7147</td><td class="align_center">0.0080</td></tr><tr><td class="align_left">MULTICOM</td><td class="align_center">0.5618</td><td class="align_center">0.4384</td><td class="align_center">0.4278</td><td class="align_center">0.4680</td></tr><tr><td class="align_left">DNMF</td><td class="align_center">0.7376</td><td class="align_center">0.7700</td><td class="align_center">\\</td><td class="align_center">\\</td></tr><tr><td class="align_left">APAL</td><td class="align_center">0.5871</td><td class="align_center">0.7126</td><td class="align_center">0.6535</td><td class="align_center">0.6524</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The comparison results of <svg height="8.70527pt" id="M219" style="vertical-align:-0.1802902pt" version="1.1" viewbox="-0.0498162 -8.52498 25.8709 8.70527" width="25.8709pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M719 650H483V622C553 619 576 606 581 560C585 532 588 487 588 394V148H585L167 650H20V622C67 618 88 610 109 585C127 562 129 557 129 484V264C129 173 126 124 123 93C118 44 92 31 35 28V0H272V28C204 32 181 44 176 95C173 124 170 172 170 264V515H172L598 -9H629V394C629 487 631 532 635 563C639 606 663 619 719 622V650Z"></path></g><g transform="matrix(.013,0,0,-0.013,9.659,0)"><path d="M861 0V28C774 35 771 41 768 147L759 509C756 612 762 614 851 622V650H681L449 149L221 650H57V622C148 613 153 609 144 479L130 271C123 166 117 123 111 88C104 46 85 34 26 28V0H259V28C192 35 169 42 167 90C166 130 166 173 170 256L185 541H187L411 7H431L675 555H679L683 147C683 41 680 35 598 28V0H861Z"></path></g><g transform="matrix(.013,0,0,-0.013,21.242,0)"><path d="M303 0V28C221 34 213 39 213 125V525C213 610 221 616 303 622V650H38V622C120 616 128 610 128 525V125C128 40 120 34 38 28V0H303Z"></path></g></svg> values obtained by each algorithm on the artificial network group N4 with a gradually increasing number of nodes.</div>

Wireless Communications and Mobile Computing

tab6

Table 6

Table 6: Overlapping Community Detection Algorithm Based on High-Quality Subgraph Extension in Local Core Regions of Network 