An Interlayer Link Prediction Method Based on Edge-Weighted Embedding

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="9"><hr/></td></tr><tr class="thead"><td class="align_left">Network</td><td class="align_center">|<i>V</i>|</td><td class="align_center">|<i>E</i>|</td><td class="align_center">&lt;<i>k</i>&gt;</td><td class="align_center">&lt;<i>d</i>&gt;</td><td class="align_center"><i>C</i></td><td class="align_center"><i>r</i></td><td class="align_center"><i>H</i></td><td class="align_center"><span style="width: 14.7282ptpx;"><svg height="11.116pt" id="M194" style="vertical-align:-0.04979992pt" version="1.1" viewbox="-0.0498162 -11.0662 14.7282 11.116" width="14.7282pt" 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="M593 650H142L136 622C219 616 224 611 209 531L130 120C114 39 108 34 23 28L17 0H501C518 32 557 130 568 158L540 169C519 132 495 93 469 70C439 43 409 35 332 35C272 35 241 37 225 50C211 61 211 89 222 149L253 320H350C441 320 443 312 441 239H471L510 434H481C455 366 448 358 360 358H260L303 572C311 613 312 615 348 615H431C509 615 522 603 532 581C544 555 546 531 545 491L574 493C583 555 592 631 593 650Z"></path></g><g transform="matrix(.0091,0,0,-0.0091,8.008,-5.741)"><path d="M319 325C317 349 306 409 297 431C277 440 250 449 209 449C117 449 57 389 57 319C57 243 122 209 182 182C232 159 261 135 261 91C261 48 227 21 190 21C130 21 85 79 68 145L41 140C41 104 51 36 58 22C75 7 121 -12 172 -12C252 -12 337 35 337 126C337 195 286 231 210 262C166 281 126 304 126 348C126 388 152 417 191 417C240 417 274 378 294 318L319 325Z"></path></g><g transform="matrix(.0091,0,0,-0.0091,11.302,-5.741)"><path d="M298 36L289 62C276 55 253 45 228 45C202 45 169 60 169 141V397H276C289 405 292 426 282 437H169V574L155 576L90 509V437H45L17 408L21 397H90V107C90 28 125 -12 188 -12C198 -12 213 -8 230 1L298 36Z"></path></g></svg></span></td></tr><tr><td class="thead-hr" colspan="9"><hr/></td></tr><tr><td class="align_left">Foursquare</td><td class="align_center">5311</td><td class="align_center">54232</td><td class="align_center">20.42</td><td class="align_center">3.34</td><td class="align_center">0.23</td><td class="align_center">−0.19</td><td class="align_center">3.45</td><td class="align_center" rowspan="2">3148</td></tr><tr><td class="align_left">Twitter</td><td class="align_center">5120</td><td class="align_center">130576</td><td class="align_center">51.01</td><td class="align_center">2.55</td><td class="align_center">0.30</td><td class="align_center">−0.21</td><td class="align_center">4.49</td></tr><tr class="table-tr"><td colspan="9"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Network topological properties of datasets.</div>

Complexity

tab2

Table 2

Table 2: An Interlayer Link Prediction Method Based on Edge-Weighted Embedding 